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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1906.06297 | Joshua Romero | Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi | A Performance Study of the 2D Ising Model on GPUs | null | null | 10.1016/j.cpc.2020.107473 | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The simulation of the two-dimensional Ising model is used as a benchmark to
show the computational capabilities of Graphic Processing Units (GPUs). The
rich programming environment now available on GPUs and flexible hardware
capabilities allowed us to quickly experiment with several implementation
ideas: a simple ste... | [
{
"created": "Fri, 14 Jun 2019 17:09:16 GMT",
"version": "v1"
}
] | 2020-08-26 | [
[
"Romero",
"Joshua",
""
],
[
"Bisson",
"Mauro",
""
],
[
"Fatica",
"Massimiliano",
""
],
[
"Bernaschi",
"Massimo",
""
]
] | The simulation of the two-dimensional Ising model is used as a benchmark to show the computational capabilities of Graphic Processing Units (GPUs). The rich programming environment now available on GPUs and flexible hardware capabilities allowed us to quickly experiment with several implementation ideas: a simple stenc... |
1603.07866 | Romain Couillet | Romain Couillet, Gilles Wainrib, Harry Sevi, Hafiz Tiomoko Ali | The Asymptotic Performance of Linear Echo State Neural Networks | null | null | null | null | cs.LG cs.NE math.PR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this article, a study of the mean-square error (MSE) performance of linear
echo-state neural networks is performed, both for training and testing tasks.
Considering the realistic setting of noise present at the network nodes, we
derive deterministic equivalents for the aforementioned MSE in the limit where
the num... | [
{
"created": "Fri, 25 Mar 2016 10:27:00 GMT",
"version": "v1"
}
] | 2016-03-28 | [
[
"Couillet",
"Romain",
""
],
[
"Wainrib",
"Gilles",
""
],
[
"Sevi",
"Harry",
""
],
[
"Ali",
"Hafiz Tiomoko",
""
]
] | In this article, a study of the mean-square error (MSE) performance of linear echo-state neural networks is performed, both for training and testing tasks. Considering the realistic setting of noise present at the network nodes, we derive deterministic equivalents for the aforementioned MSE in the limit where the numbe... |
1611.06728 | Dmitry Gromov | Dmitry Gromov, Ingo Bulla, Ethan O. Romero-Severson, Oana Silvia Serea | Numerical optimal control for HIV prevention with dynamic budget
allocation | Submitted paper | null | 10.1093/imammb/dqx015 | null | cs.SY math.NA math.OC q-bio.PE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is about numerical control of HIV propagation. The contribution of
the paper is threefold: first, a novel model of HIV propagation is proposed;
second, the methods from numerical optimal control are successfully applied to
the developed model to compute optimal control profiles; finally, the computed
resul... | [
{
"created": "Mon, 21 Nov 2016 11:28:27 GMT",
"version": "v1"
}
] | 2023-05-30 | [
[
"Gromov",
"Dmitry",
""
],
[
"Bulla",
"Ingo",
""
],
[
"Romero-Severson",
"Ethan O.",
""
],
[
"Serea",
"Oana Silvia",
""
]
] | This paper is about numerical control of HIV propagation. The contribution of the paper is threefold: first, a novel model of HIV propagation is proposed; second, the methods from numerical optimal control are successfully applied to the developed model to compute optimal control profiles; finally, the computed results... |
1810.11758 | Hao-Hsuan Chang | Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia
Liu | Distributive Dynamic Spectrum Access through Deep Reinforcement
Learning: A Reservoir Computing Based Approach | This work is accepted in IEEE IoT Journal 2018 | null | 10.1109/JIOT.2018.2872441 | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Dynamic spectrum access (DSA) is regarded as an effective and efficient
technology to share radio spectrum among different networks. As a secondary
user (SU), a DSA device will face two critical problems: avoiding causing
harmful interference to primary users (PUs), and conducting effective
interference coordination ... | [
{
"created": "Sun, 28 Oct 2018 04:02:27 GMT",
"version": "v1"
}
] | 2018-10-30 | [
[
"Chang",
"Hao-Hsuan",
""
],
[
"Song",
"Hao",
""
],
[
"Yi",
"Yang",
""
],
[
"Zhang",
"Jianzhong",
""
],
[
"He",
"Haibo",
""
],
[
"Liu",
"Lingjia",
""
]
] | Dynamic spectrum access (DSA) is regarded as an effective and efficient technology to share radio spectrum among different networks. As a secondary user (SU), a DSA device will face two critical problems: avoiding causing harmful interference to primary users (PUs), and conducting effective interference coordination wi... |
2402.01018 | Weijie Xu | Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar
Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu | HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent | 13 pages, 9 figures | EACL 2024 | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent advancements in Large Language Models (LLMs) have been reshaping
Natural Language Processing (NLP) task in several domains. Their use in the
field of Human Resources (HR) has still room for expansions and could be
beneficial for several time consuming tasks. Examples such as time-off
submissions, medical claim... | [
{
"created": "Thu, 1 Feb 2024 21:10:44 GMT",
"version": "v1"
}
] | 2024-02-05 | [
[
"Xu",
"Weijie",
""
],
[
"Huang",
"Zicheng",
""
],
[
"Hu",
"Wenxiang",
""
],
[
"Fang",
"Xi",
""
],
[
"Cherukuri",
"Rajesh Kumar",
""
],
[
"Nayyar",
"Naumaan",
""
],
[
"Malandri",
"Lorenzo",
""
],
[
"... | Recent advancements in Large Language Models (LLMs) have been reshaping Natural Language Processing (NLP) task in several domains. Their use in the field of Human Resources (HR) has still room for expansions and could be beneficial for several time consuming tasks. Examples such as time-off submissions, medical claims ... |
1705.10301 | Maruan Al-Shedivat | Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing | Contextual Explanation Networks | 48 pages, 18 figures, to appear in JMLR | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern learning algorithms excel at producing accurate but complex models of
the data. However, deploying such models in the real-world requires extra care:
we must ensure their reliability, robustness, and absence of undesired biases.
This motivates the development of models that are equally accurate but can be
also... | [
{
"created": "Mon, 29 May 2017 17:39:51 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jan 2018 00:06:02 GMT",
"version": "v2"
},
{
"created": "Tue, 18 Dec 2018 22:33:40 GMT",
"version": "v3"
},
{
"created": "Wed, 9 Sep 2020 14:20:44 GMT",
"version": "v4"
}
] | 2020-09-10 | [
[
"Al-Shedivat",
"Maruan",
""
],
[
"Dubey",
"Avinava",
""
],
[
"Xing",
"Eric P.",
""
]
] | Modern learning algorithms excel at producing accurate but complex models of the data. However, deploying such models in the real-world requires extra care: we must ensure their reliability, robustness, and absence of undesired biases. This motivates the development of models that are equally accurate but can be also e... |
1803.04190 | Mousumi Dutt | Mousumi Dutt, Arindam Biswas, Benedek Nagy | Counting of Shortest Paths in Cubic Grid | 15 pages, 8 figures | null | null | null | cs.DM cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The enumeration of shortest paths in cubic grid is presented here. The cubic
grid considers three neighborhods--- 6-neighborhood (face connectivity),
18-neighborhood (edge connectivity), and 26-neighborhood (vertex connectivity).
The formulation for distance metrics are given here. $L_1$, $D_{18}$, and
$L_\infty$ are... | [
{
"created": "Mon, 12 Mar 2018 11:08:08 GMT",
"version": "v1"
}
] | 2018-03-13 | [
[
"Dutt",
"Mousumi",
""
],
[
"Biswas",
"Arindam",
""
],
[
"Nagy",
"Benedek",
""
]
] | The enumeration of shortest paths in cubic grid is presented here. The cubic grid considers three neighborhods--- 6-neighborhood (face connectivity), 18-neighborhood (edge connectivity), and 26-neighborhood (vertex connectivity). The formulation for distance metrics are given here. $L_1$, $D_{18}$, and $L_\infty$ are t... |
2401.10273 | Yu Han | Yu Han, Jingwen Tao | Revolutionizing Pharma: Unveiling the AI and LLM Trends in the
Pharmaceutical Industry | null | null | null | null | cs.CY cs.AI | http://creativecommons.org/licenses/by/4.0/ | This document offers a critical overview of the emerging trends and
significant advancements in artificial intelligence (AI) within the
pharmaceutical industry. Detailing its application across key operational
areas, including research and development, animal testing, clinical trials,
hospital clinical stages, produc... | [
{
"created": "Fri, 5 Jan 2024 04:01:09 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Jan 2024 04:47:20 GMT",
"version": "v2"
}
] | 2024-01-23 | [
[
"Han",
"Yu",
""
],
[
"Tao",
"Jingwen",
""
]
] | This document offers a critical overview of the emerging trends and significant advancements in artificial intelligence (AI) within the pharmaceutical industry. Detailing its application across key operational areas, including research and development, animal testing, clinical trials, hospital clinical stages, producti... |
2203.00046 | Mattias Heinrich | Mattias P. Heinrich and Lasse Hansen | Voxelmorph++ Going beyond the cranial vault with keypoint supervision
and multi-channel instance optimisation | 10 pages, accepted at WBIR 2022 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | The majority of current research in deep learning based image registration
addresses inter-patient brain registration with moderate deformation
magnitudes. The recent Learn2Reg medical registration benchmark has
demonstrated that single-scale U-Net architectures, such as VoxelMorph that
directly employ a spatial tran... | [
{
"created": "Mon, 28 Feb 2022 19:23:29 GMT",
"version": "v1"
}
] | 2022-03-02 | [
[
"Heinrich",
"Mattias P.",
""
],
[
"Hansen",
"Lasse",
""
]
] | The majority of current research in deep learning based image registration addresses inter-patient brain registration with moderate deformation magnitudes. The recent Learn2Reg medical registration benchmark has demonstrated that single-scale U-Net architectures, such as VoxelMorph that directly employ a spatial transf... |
2407.02112 | Andrej Tschalzev | Andrej Tschalzev, Sascha Marton, Stefan L\"udtke, Christian Bartelt,
Heiner Stuckenschmidt | A Data-Centric Perspective on Evaluating Machine Learning Models for
Tabular Data | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Tabular data is prevalent in real-world machine learning applications, and
new models for supervised learning of tabular data are frequently proposed.
Comparative studies assessing the performance of models typically consist of
model-centric evaluation setups with overly standardized data preprocessing.
This paper de... | [
{
"created": "Tue, 2 Jul 2024 09:54:39 GMT",
"version": "v1"
}
] | 2024-07-03 | [
[
"Tschalzev",
"Andrej",
""
],
[
"Marton",
"Sascha",
""
],
[
"Lüdtke",
"Stefan",
""
],
[
"Bartelt",
"Christian",
""
],
[
"Stuckenschmidt",
"Heiner",
""
]
] | Tabular data is prevalent in real-world machine learning applications, and new models for supervised learning of tabular data are frequently proposed. Comparative studies assessing the performance of models typically consist of model-centric evaluation setups with overly standardized data preprocessing. This paper demo... |
1207.4258 | Lin Chen | Lin Chen, Athanasios V. Vasilakos | Joint Rate Adaptation and Medium Access in Wireless LANs: a
Non-cooperative Game Theoretic Perspective | null | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wireless local area networks (WLANs) based on IEEE 802.11 standards are
becoming ubiquitous today and typically support multiple data rates. In such
multi-rate WLANs, distributed medium access and rate adaptation are two key
elements to achieve efficient radio resource utilization, especially in
non-cooperative envir... | [
{
"created": "Wed, 18 Jul 2012 04:04:35 GMT",
"version": "v1"
}
] | 2012-07-19 | [
[
"Chen",
"Lin",
""
],
[
"Vasilakos",
"Athanasios V.",
""
]
] | Wireless local area networks (WLANs) based on IEEE 802.11 standards are becoming ubiquitous today and typically support multiple data rates. In such multi-rate WLANs, distributed medium access and rate adaptation are two key elements to achieve efficient radio resource utilization, especially in non-cooperative environ... |
2403.12566 | Zhichao Feng | Zhichao Feng, Junjiie Xie, Kaiyuan Li, Yu Qin, Pengfei Wang, Qianzhong
Li, Bin Yin, Xiang Li, Wei Lin, Shangguang Wang | Context-based Fast Recommendation Strategy for Long User Behavior
Sequence in Meituan Waimai | 9 pages, accepted by WWW 2024 Industry Track | null | 10.1145/3589335.3648334 | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the recommender system of Meituan Waimai, we are dealing with
ever-lengthening user behavior sequences, which pose an increasing challenge to
modeling user preference effectively. Existing sequential recommendation models
often fail to capture long-term dependencies or are too complex, complicating
the fulfillment... | [
{
"created": "Tue, 19 Mar 2024 09:20:43 GMT",
"version": "v1"
}
] | 2024-03-20 | [
[
"Feng",
"Zhichao",
""
],
[
"Xie",
"Junjiie",
""
],
[
"Li",
"Kaiyuan",
""
],
[
"Qin",
"Yu",
""
],
[
"Wang",
"Pengfei",
""
],
[
"Li",
"Qianzhong",
""
],
[
"Yin",
"Bin",
""
],
[
"Li",
"Xiang",
... | In the recommender system of Meituan Waimai, we are dealing with ever-lengthening user behavior sequences, which pose an increasing challenge to modeling user preference effectively. Existing sequential recommendation models often fail to capture long-term dependencies or are too complex, complicating the fulfillment o... |
1702.01606 | Daniel Gall | Daniel Gall and Thom Fr\"uhwirth | An Operational Semantics for the Cognitive Architecture ACT-R and its
Translation to Constraint Handling Rules | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computational psychology has the aim to explain human cognition by
computational models of cognitive processes. The cognitive architecture ACT-R
is popular to develop such models. Although ACT-R has a well-defined
psychological theory and has been used to explain many cognitive processes,
there are two problems that ... | [
{
"created": "Mon, 6 Feb 2017 13:19:00 GMT",
"version": "v1"
}
] | 2017-02-07 | [
[
"Gall",
"Daniel",
""
],
[
"Frühwirth",
"Thom",
""
]
] | Computational psychology has the aim to explain human cognition by computational models of cognitive processes. The cognitive architecture ACT-R is popular to develop such models. Although ACT-R has a well-defined psychological theory and has been used to explain many cognitive processes, there are two problems that ma... |
1804.10694 | R. Baghdadi | Riyadh Baghdadi, Jessica Ray, Malek Ben Romdhane, Emanuele Del Sozzo,
Abdurrahman Akkas, Yunming Zhang, Patricia Suriana, Shoaib Kamil, Saman
Amarasinghe | Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code | arXiv admin note: substantial text overlap with arXiv:1803.00419 | null | null | null | cs.PL cs.DC cs.MS cs.NE cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces Tiramisu, a polyhedral framework designed to generate
high performance code for multiple platforms including multicores, GPUs, and
distributed machines. Tiramisu introduces a scheduling language with novel
extensions to explicitly manage the complexities that arise when targeting
these systems. ... | [
{
"created": "Fri, 27 Apr 2018 21:28:44 GMT",
"version": "v1"
},
{
"created": "Wed, 12 Sep 2018 19:58:57 GMT",
"version": "v2"
},
{
"created": "Wed, 26 Sep 2018 21:24:44 GMT",
"version": "v3"
},
{
"created": "Tue, 18 Dec 2018 02:41:00 GMT",
"version": "v4"
},
{
"c... | 2018-12-21 | [
[
"Baghdadi",
"Riyadh",
""
],
[
"Ray",
"Jessica",
""
],
[
"Romdhane",
"Malek Ben",
""
],
[
"Del Sozzo",
"Emanuele",
""
],
[
"Akkas",
"Abdurrahman",
""
],
[
"Zhang",
"Yunming",
""
],
[
"Suriana",
"Patricia",
"... | This paper introduces Tiramisu, a polyhedral framework designed to generate high performance code for multiple platforms including multicores, GPUs, and distributed machines. Tiramisu introduces a scheduling language with novel extensions to explicitly manage the complexities that arise when targeting these systems. Th... |
2002.03997 | Vladimir Kovalenko | Vladimir Kovalenko, Egor Bogomolov, Timofey Bryksin, Alberto Bacchelli | Building Implicit Vector Representations of Individual Coding Style | null | null | null | null | cs.SE cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the goal of facilitating team collaboration, we propose a new approach
to building vector representations of individual developers by capturing their
individual contribution style, or coding style. Such representations can find
use in the next generation of software development team collaboration tools,
for exam... | [
{
"created": "Mon, 10 Feb 2020 18:12:27 GMT",
"version": "v1"
}
] | 2020-02-11 | [
[
"Kovalenko",
"Vladimir",
""
],
[
"Bogomolov",
"Egor",
""
],
[
"Bryksin",
"Timofey",
""
],
[
"Bacchelli",
"Alberto",
""
]
] | With the goal of facilitating team collaboration, we propose a new approach to building vector representations of individual developers by capturing their individual contribution style, or coding style. Such representations can find use in the next generation of software development team collaboration tools, for exampl... |
0902.0221 | Alireza Avanaki | Alireza Avanaki | Over-enhancement Reduction in Local Histogram Equalization using its
Degrees of Freedom | null | null | null | null | cs.CV cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A well-known issue of local (adaptive) histogram equalization (LHE) is
over-enhancement (i.e., generation of spurious details) in homogenous areas of
the image. In this paper, we show that the LHE problem has many solutions due
to the ambiguity in ranking pixels with the same intensity. The LHE solution
space can be ... | [
{
"created": "Mon, 2 Feb 2009 10:41:53 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Sep 2009 10:14:32 GMT",
"version": "v2"
}
] | 2009-09-14 | [
[
"Avanaki",
"Alireza",
""
]
] | A well-known issue of local (adaptive) histogram equalization (LHE) is over-enhancement (i.e., generation of spurious details) in homogenous areas of the image. In this paper, we show that the LHE problem has many solutions due to the ambiguity in ranking pixels with the same intensity. The LHE solution space can be se... |
2408.05960 | Alexander Dockhorn | Carlo N\"ubel, Alexander Dockhorn, Sanaz Mostaghim | Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis
Strategies | 4 pages, 1 page abstract, short paper, to be published in Proceedings
of the IEEE Conference on Games 2024 | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many works in the domain of artificial intelligence in games focus on board
or video games due to the ease of reimplementing their mechanics.
Decision-making problems in real-world sports share many similarities to such
domains. Nevertheless, not many frameworks on sports games exist. In this
paper, we present the te... | [
{
"created": "Mon, 12 Aug 2024 07:22:46 GMT",
"version": "v1"
}
] | 2024-08-13 | [
[
"Nübel",
"Carlo",
""
],
[
"Dockhorn",
"Alexander",
""
],
[
"Mostaghim",
"Sanaz",
""
]
] | Many works in the domain of artificial intelligence in games focus on board or video games due to the ease of reimplementing their mechanics. Decision-making problems in real-world sports share many similarities to such domains. Nevertheless, not many frameworks on sports games exist. In this paper, we present the tenn... |
2210.14677 | Olivier Colliot | Rosana El Jurdi and Olivier Colliot | How precise are performance estimates for typical medical image
segmentation tasks? | null | null | null | null | cs.CV q-bio.QM stat.AP | http://creativecommons.org/licenses/by/4.0/ | An important issue in medical image processing is to be able to estimate not
only the performances of algorithms but also the precision of the estimation of
these performances. Reporting precision typically amounts to reporting
standard-error of the mean (SEM) or equivalently confidence intervals. However,
this is ra... | [
{
"created": "Wed, 26 Oct 2022 12:53:15 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Nov 2022 10:54:16 GMT",
"version": "v2"
},
{
"created": "Wed, 24 May 2023 12:32:40 GMT",
"version": "v3"
}
] | 2023-05-25 | [
[
"Jurdi",
"Rosana El",
""
],
[
"Colliot",
"Olivier",
""
]
] | An important issue in medical image processing is to be able to estimate not only the performances of algorithms but also the precision of the estimation of these performances. Reporting precision typically amounts to reporting standard-error of the mean (SEM) or equivalently confidence intervals. However, this is rare... |
2005.04016 | Abderrahmane Maaradji | Abderrahmane Maaradji, Marlon Dumas, Marcello La Rosa, and Alireza
Ostovar | Detecting sudden and gradual drifts in business processes from execution
traces | null | IEEE Transactions on Knowledge and Data Engineering 29, no. 10
(2017) | 10.1109/TKDE.2017.2720601 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Business processes are prone to unexpected changes, as process workers may
suddenly or gradually start executing a process differently in order to adjust
to changes in workload, season, or other external factors. Early detection of
business process changes enables managers to identify and act upon changes that
may ot... | [
{
"created": "Thu, 7 May 2020 16:22:11 GMT",
"version": "v1"
}
] | 2020-05-11 | [
[
"Maaradji",
"Abderrahmane",
""
],
[
"Dumas",
"Marlon",
""
],
[
"La Rosa",
"Marcello",
""
],
[
"Ostovar",
"Alireza",
""
]
] | Business processes are prone to unexpected changes, as process workers may suddenly or gradually start executing a process differently in order to adjust to changes in workload, season, or other external factors. Early detection of business process changes enables managers to identify and act upon changes that may othe... |
1703.04086 | L.T. Handoko | A.A. Waskita, H. Suhartanto, L.T. Handoko | A performance study of anomaly detection using entropy method | Proceeding of the International Conference on Computer, Control,
Informatics and its Applications (2017) pp. 137-140 | null | 10.1109/IC3INA.2016.7863038 | FISIKALIPI-16081 | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An experiment to study the entropy method for an anomaly detection system has
been performed. The study has been conducted using real data generated from the
distributed sensor networks at the Intel Berkeley Research Laboratory. The
experimental results were compared with the elliptical method and has been
analyzed i... | [
{
"created": "Sun, 12 Mar 2017 09:37:34 GMT",
"version": "v1"
}
] | 2017-03-14 | [
[
"Waskita",
"A. A.",
""
],
[
"Suhartanto",
"H.",
""
],
[
"Handoko",
"L. T.",
""
]
] | An experiment to study the entropy method for an anomaly detection system has been performed. The study has been conducted using real data generated from the distributed sensor networks at the Intel Berkeley Research Laboratory. The experimental results were compared with the elliptical method and has been analyzed in ... |
2004.08852 | Hyeonseong Im | Hyeon-Seong Im and Si-Hyeon Lee | Mobility-Assisted Covert Communication over Wireless Ad Hoc Networks | This paper was submitted to IEEE Transactions on Information
Forensics and Security. The material in this paper will be presented in part
at IEEE ISIT 2020 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the effect of node mobility on the throughput scaling of the covert
communication over a wireless adhoc network. It is assumed that $n$ mobile
nodes want to communicate each other in a unit disk while keeping the presence
of the communication secret from each of $\Theta(n^s)$ non-colluding wardens
($s>0$). O... | [
{
"created": "Sun, 19 Apr 2020 13:42:44 GMT",
"version": "v1"
},
{
"created": "Tue, 21 Apr 2020 06:52:53 GMT",
"version": "v2"
}
] | 2020-04-22 | [
[
"Im",
"Hyeon-Seong",
""
],
[
"Lee",
"Si-Hyeon",
""
]
] | We study the effect of node mobility on the throughput scaling of the covert communication over a wireless adhoc network. It is assumed that $n$ mobile nodes want to communicate each other in a unit disk while keeping the presence of the communication secret from each of $\Theta(n^s)$ non-colluding wardens ($s>0$). Our... |
1812.05802 | Xin Yang | Cheng Bian, Xin Yang, Jianqiang Ma, Shen Zheng, Yu-An Liu, Reza
Nezafat, Pheng-Ann Heng, and Yefeng Zheng | Pyramid Network with Online Hard Example Mining for Accurate Left Atrium
Segmentation | 9 pages, 4 figures. MICCAI Workshop on STACOM 2018 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Accurately segmenting left atrium in MR volume can benefit the ablation
procedure of atrial fibrillation. Traditional automated solutions often fail in
relieving experts from the labor-intensive manual labeling. In this paper, we
propose a deep neural network based solution for automated left atrium
segmentation in g... | [
{
"created": "Fri, 14 Dec 2018 07:28:07 GMT",
"version": "v1"
}
] | 2018-12-17 | [
[
"Bian",
"Cheng",
""
],
[
"Yang",
"Xin",
""
],
[
"Ma",
"Jianqiang",
""
],
[
"Zheng",
"Shen",
""
],
[
"Liu",
"Yu-An",
""
],
[
"Nezafat",
"Reza",
""
],
[
"Heng",
"Pheng-Ann",
""
],
[
"Zheng",
"Yefe... | Accurately segmenting left atrium in MR volume can benefit the ablation procedure of atrial fibrillation. Traditional automated solutions often fail in relieving experts from the labor-intensive manual labeling. In this paper, we propose a deep neural network based solution for automated left atrium segmentation in gad... |
2008.04638 | Marco Comunita' | Marco Comunit\`a, Andrea Gerino, Veranika Lim, Lorenzo Picinali | PlugSonic: a web- and mobile-based platform for binaural audio and sonic
narratives | 22 pages, 11 figures | null | null | null | cs.SD cs.HC cs.MM eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | PlugSonic is a suite of web- and mobile-based applications for the curation
and experience of binaural interactive soundscapes and sonic narratives. It was
developed as part of the PLUGGY EU project (Pluggable Social Platform for
Heritage Awareness and Participation) and consists of two main applications:
PlugSonic S... | [
{
"created": "Tue, 11 Aug 2020 11:42:49 GMT",
"version": "v1"
}
] | 2020-08-12 | [
[
"Comunità",
"Marco",
""
],
[
"Gerino",
"Andrea",
""
],
[
"Lim",
"Veranika",
""
],
[
"Picinali",
"Lorenzo",
""
]
] | PlugSonic is a suite of web- and mobile-based applications for the curation and experience of binaural interactive soundscapes and sonic narratives. It was developed as part of the PLUGGY EU project (Pluggable Social Platform for Heritage Awareness and Participation) and consists of two main applications: PlugSonic Sam... |
2312.07951 | Zhaorui Tan | Zhaorui Tan, Xi Yang, Kaizhu Huang | Semantic-aware Data Augmentation for Text-to-image Synthesis | Accepted by AAAI24 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Data augmentation has been recently leveraged as an effective regularizer in
various vision-language deep neural networks. However, in text-to-image
synthesis (T2Isyn), current augmentation wisdom still suffers from the semantic
mismatch between augmented paired data. Even worse, semantic collapse may occur
when gene... | [
{
"created": "Wed, 13 Dec 2023 07:57:40 GMT",
"version": "v1"
}
] | 2023-12-14 | [
[
"Tan",
"Zhaorui",
""
],
[
"Yang",
"Xi",
""
],
[
"Huang",
"Kaizhu",
""
]
] | Data augmentation has been recently leveraged as an effective regularizer in various vision-language deep neural networks. However, in text-to-image synthesis (T2Isyn), current augmentation wisdom still suffers from the semantic mismatch between augmented paired data. Even worse, semantic collapse may occur when genera... |
2104.14970 | Luis Sa-Couto | Luis Sa-Couto and Andreas Wichert | Using brain inspired principles to unsupervisedly learn good
representations for visual pattern recognition | null | null | null | null | cs.CV cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although deep learning has solved difficult problems in visual pattern
recognition, it is mostly successful in tasks where there are lots of labeled
training data available. Furthermore, the global back-propagation based
training rule and the amount of employed layers represents a departure from
biological inspiratio... | [
{
"created": "Fri, 30 Apr 2021 13:08:14 GMT",
"version": "v1"
}
] | 2021-05-03 | [
[
"Sa-Couto",
"Luis",
""
],
[
"Wichert",
"Andreas",
""
]
] | Although deep learning has solved difficult problems in visual pattern recognition, it is mostly successful in tasks where there are lots of labeled training data available. Furthermore, the global back-propagation based training rule and the amount of employed layers represents a departure from biological inspiration.... |
1310.6311 | Elian Carsenat | Elian Carsenat | Onomastics and Big Data Mining | ParisTech Review, October 2013 | null | null | null | cs.CY | http://creativecommons.org/licenses/by/3.0/ | As of today, the main business application of onomastics is naming, or
branding: finding the proper name for your company or your product to stand out
in the world. Meaningfully, Onoma, the Greek root for name, is also a
registered trademark of Nomen, the naming agency founded by Marcel Botton in
1981. Nomen initiall... | [
{
"created": "Sun, 20 Oct 2013 10:53:39 GMT",
"version": "v1"
}
] | 2013-10-24 | [
[
"Carsenat",
"Elian",
""
]
] | As of today, the main business application of onomastics is naming, or branding: finding the proper name for your company or your product to stand out in the world. Meaningfully, Onoma, the Greek root for name, is also a registered trademark of Nomen, the naming agency founded by Marcel Botton in 1981. Nomen initially ... |
1903.05697 | Sanjay Thakur | Sanjay Thakur, Herke van Hoof, Juan Camilo Gamboa Higuera, Doina
Precup, David Meger | Uncertainty Aware Learning from Demonstrations in Multiple Contexts
using Bayesian Neural Networks | Copyright 20XX IEEE. Personal use of this material is permitted.
Permission from IEEE must be obtained for all other uses, in any current or
future media, including reprinting/republishing this material for advertising
or promotional purposes, creating new collective works, for resale or
redistribution to serve... | null | null | null | cs.RO cs.LG | http://creativecommons.org/licenses/by/4.0/ | Diversity of environments is a key challenge that causes learned robotic
controllers to fail due to the discrepancies between the training and
evaluation conditions. Training from demonstrations in various conditions can
mitigate---but not completely prevent---such failures. Learned controllers such
as neural network... | [
{
"created": "Wed, 13 Mar 2019 19:47:36 GMT",
"version": "v1"
}
] | 2019-03-15 | [
[
"Thakur",
"Sanjay",
""
],
[
"van Hoof",
"Herke",
""
],
[
"Higuera",
"Juan Camilo Gamboa",
""
],
[
"Precup",
"Doina",
""
],
[
"Meger",
"David",
""
]
] | Diversity of environments is a key challenge that causes learned robotic controllers to fail due to the discrepancies between the training and evaluation conditions. Training from demonstrations in various conditions can mitigate---but not completely prevent---such failures. Learned controllers such as neural networks ... |
2011.05459 | Juntao Tan | Juntao Tan, Changkyu Song, Abdeslam Boularias | A Self-supervised Learning System for Object Detection in Videos Using
Random Walks on Graphs | 2021 IEEE International Conference on Robotics and Automation (ICRA
2021) | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a new self-supervised system for learning to detect novel
and previously unseen categories of objects in images. The proposed system
receives as input several unlabeled videos of scenes containing various
objects. The frames of the videos are segmented into objects using depth
information, and the... | [
{
"created": "Tue, 10 Nov 2020 23:37:40 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Apr 2021 21:36:59 GMT",
"version": "v2"
},
{
"created": "Tue, 24 Aug 2021 07:26:19 GMT",
"version": "v3"
}
] | 2021-08-25 | [
[
"Tan",
"Juntao",
""
],
[
"Song",
"Changkyu",
""
],
[
"Boularias",
"Abdeslam",
""
]
] | This paper presents a new self-supervised system for learning to detect novel and previously unseen categories of objects in images. The proposed system receives as input several unlabeled videos of scenes containing various objects. The frames of the videos are segmented into objects using depth information, and the s... |
2201.11209 | Suya Wu | Mohammadreza Soltani, Suya Wu, Yuerong Li, Jie Ding, Vahid Tarokh | On The Energy Statistics of Feature Maps in Pruning of Neural Networks
with Skip-Connections | null | null | null | null | cs.LG eess.IV | http://creativecommons.org/licenses/by/4.0/ | We propose a new structured pruning framework for compressing Deep Neural
Networks (DNNs) with skip connections, based on measuring the statistical
dependency of hidden layers and predicted outputs. The dependence measure
defined by the energy statistics of hidden layers serves as a model-free
measure of information ... | [
{
"created": "Wed, 26 Jan 2022 22:20:51 GMT",
"version": "v1"
}
] | 2022-01-28 | [
[
"Soltani",
"Mohammadreza",
""
],
[
"Wu",
"Suya",
""
],
[
"Li",
"Yuerong",
""
],
[
"Ding",
"Jie",
""
],
[
"Tarokh",
"Vahid",
""
]
] | We propose a new structured pruning framework for compressing Deep Neural Networks (DNNs) with skip connections, based on measuring the statistical dependency of hidden layers and predicted outputs. The dependence measure defined by the energy statistics of hidden layers serves as a model-free measure of information be... |
2104.06401 | Triantafyllos Afouras | Triantafyllos Afouras, Yuki M. Asano, Francois Fagan, Andrea Vedaldi,
Florian Metze | Self-supervised object detection from audio-visual correspondence | Accepted to CVPR 2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We tackle the problem of learning object detectors without supervision.
Differently from weakly-supervised object detection, we do not assume
image-level class labels. Instead, we extract a supervisory signal from
audio-visual data, using the audio component to "teach" the object detector.
While this problem is relat... | [
{
"created": "Tue, 13 Apr 2021 17:59:03 GMT",
"version": "v1"
},
{
"created": "Sat, 9 Jul 2022 18:20:19 GMT",
"version": "v2"
}
] | 2022-07-12 | [
[
"Afouras",
"Triantafyllos",
""
],
[
"Asano",
"Yuki M.",
""
],
[
"Fagan",
"Francois",
""
],
[
"Vedaldi",
"Andrea",
""
],
[
"Metze",
"Florian",
""
]
] | We tackle the problem of learning object detectors without supervision. Differently from weakly-supervised object detection, we do not assume image-level class labels. Instead, we extract a supervisory signal from audio-visual data, using the audio component to "teach" the object detector. While this problem is related... |
2210.08061 | Mahyar Najibi | Mahyar Najibi, Jingwei Ji, Yin Zhou, Charles R. Qi, Xinchen Yan, Scott
Ettinger, Dragomir Anguelov | Motion Inspired Unsupervised Perception and Prediction in Autonomous
Driving | ECCV 2022 | null | null | null | cs.CV cs.LG cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning-based perception and prediction modules in modern autonomous driving
systems typically rely on expensive human annotation and are designed to
perceive only a handful of predefined object categories. This closed-set
paradigm is insufficient for the safety-critical autonomous driving task, where
the autonomous... | [
{
"created": "Fri, 14 Oct 2022 18:55:44 GMT",
"version": "v1"
}
] | 2022-10-18 | [
[
"Najibi",
"Mahyar",
""
],
[
"Ji",
"Jingwei",
""
],
[
"Zhou",
"Yin",
""
],
[
"Qi",
"Charles R.",
""
],
[
"Yan",
"Xinchen",
""
],
[
"Ettinger",
"Scott",
""
],
[
"Anguelov",
"Dragomir",
""
]
] | Learning-based perception and prediction modules in modern autonomous driving systems typically rely on expensive human annotation and are designed to perceive only a handful of predefined object categories. This closed-set paradigm is insufficient for the safety-critical autonomous driving task, where the autonomous v... |
1812.04741 | Marija Slavkovik | Beishui Liao, Pere Pardo, Marija Slavkovik, Leendert van der Torre | The Jiminy Advisor: Moral Agreements Among Stakeholders Based on Norms
and Argumentation | Accepted for publication with JAIR | Journal of Artificial Intelligence Research 77: 737 - 792 (2023) | 10.1613/jair.1.14368 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An autonomous system is constructed by a manufacturer, operates in a society
subject to norms and laws, and interacts with end users. All of these actors
are stakeholders affected by the behavior of the autonomous system. We address
the challenge of how the ethical views of such stakeholders can be integrated
in the ... | [
{
"created": "Tue, 11 Dec 2018 23:16:16 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Mar 2019 15:23:15 GMT",
"version": "v2"
},
{
"created": "Thu, 13 Jan 2022 13:16:01 GMT",
"version": "v3"
},
{
"created": "Fri, 28 Apr 2023 10:17:14 GMT",
"version": "v4"
}
] | 2023-07-17 | [
[
"Liao",
"Beishui",
""
],
[
"Pardo",
"Pere",
""
],
[
"Slavkovik",
"Marija",
""
],
[
"van der Torre",
"Leendert",
""
]
] | An autonomous system is constructed by a manufacturer, operates in a society subject to norms and laws, and interacts with end users. All of these actors are stakeholders affected by the behavior of the autonomous system. We address the challenge of how the ethical views of such stakeholders can be integrated in the be... |
1006.2812 | Jenny Blight | Arup Abhinna Acharya and Sisir Kumar Jena | Component Interaction Graph: A new approach to test component
composition | Submitted to Journal of Computer Science and Engineering, see
http://sites.google.com/site/jcseuk/volume-1-issue-1-may-2010 | Journal of Computer Science and Engineering, Volume 1, Issue 1,
p64-67, May 2010 | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The key factor of component based software development is component
composition technology. A Component interaction graph is used to describe the
interrelation of components. Drawing a complete component interaction graph
(CIG) provides an objective basis and technical means for making the testing
outline. Although m... | [
{
"created": "Mon, 14 Jun 2010 19:33:59 GMT",
"version": "v1"
}
] | 2010-06-15 | [
[
"Acharya",
"Arup Abhinna",
""
],
[
"Jena",
"Sisir Kumar",
""
]
] | The key factor of component based software development is component composition technology. A Component interaction graph is used to describe the interrelation of components. Drawing a complete component interaction graph (CIG) provides an objective basis and technical means for making the testing outline. Although man... |
1702.03288 | Christopher Banks | Christopher J. Banks and Ian Stark | A More Sensitive Context | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Logic of Behaviour in Context (LBC) is a spatio-temporal logic for expressing
properties of continuous-state processes, such as biochemical reaction
networks. LBC builds on the existing Metric Interval Temporal Logic (MITL) and
adds a "context modality" that explores the behaviour of a system when composed
with an ex... | [
{
"created": "Fri, 10 Feb 2017 18:59:20 GMT",
"version": "v1"
}
] | 2017-02-13 | [
[
"Banks",
"Christopher J.",
""
],
[
"Stark",
"Ian",
""
]
] | Logic of Behaviour in Context (LBC) is a spatio-temporal logic for expressing properties of continuous-state processes, such as biochemical reaction networks. LBC builds on the existing Metric Interval Temporal Logic (MITL) and adds a "context modality" that explores the behaviour of a system when composed with an exte... |
2309.10375 | Ryosuke Oshima | Ryosuke Oshima, Seitaro Shinagawa, Hideki Tsunashima, Qi Feng, Shigeo
Morishima | Pointing out Human Answer Mistakes in a Goal-Oriented Visual Dialogue | Accepted at ICCVW 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Effective communication between humans and intelligent agents has promising
applications for solving complex problems. One such approach is visual
dialogue, which leverages multimodal context to assist humans. However,
real-world scenarios occasionally involve human mistakes, which can cause
intelligent agents to fai... | [
{
"created": "Tue, 19 Sep 2023 07:22:05 GMT",
"version": "v1"
}
] | 2023-09-20 | [
[
"Oshima",
"Ryosuke",
""
],
[
"Shinagawa",
"Seitaro",
""
],
[
"Tsunashima",
"Hideki",
""
],
[
"Feng",
"Qi",
""
],
[
"Morishima",
"Shigeo",
""
]
] | Effective communication between humans and intelligent agents has promising applications for solving complex problems. One such approach is visual dialogue, which leverages multimodal context to assist humans. However, real-world scenarios occasionally involve human mistakes, which can cause intelligent agents to fail.... |
2011.13132 | Xing Yan | Xiangqian Sun, Xing Yan, Qi Wu | Generative Learning of Heterogeneous Tail Dependence | Major technical flaws in theoretical aspects | null | null | null | cs.LG q-fin.RM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a multivariate generative model to capture the complex dependence
structure often encountered in business and financial data. Our model features
heterogeneous and asymmetric tail dependence between all pairs of individual
dimensions while also allowing heterogeneity and asymmetry in the tails of the
margin... | [
{
"created": "Thu, 26 Nov 2020 05:34:31 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Nov 2023 01:52:24 GMT",
"version": "v2"
}
] | 2023-11-14 | [
[
"Sun",
"Xiangqian",
""
],
[
"Yan",
"Xing",
""
],
[
"Wu",
"Qi",
""
]
] | We propose a multivariate generative model to capture the complex dependence structure often encountered in business and financial data. Our model features heterogeneous and asymmetric tail dependence between all pairs of individual dimensions while also allowing heterogeneity and asymmetry in the tails of the marginal... |
1610.04345 | Julien Perez | Fei Liu and Julien Perez and Scott Nowson | A Language-independent and Compositional Model for Personality Trait
Recognition from Short Texts | 10 pages, 2 figures, 2 tables | null | null | null | cs.CL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many methods have been used to recognize author personality traits from text,
typically combining linguistic feature engineering with shallow learning
models, e.g. linear regression or Support Vector Machines. This work uses
deep-learning-based models and atomic features of text, the characters, to
build hierarchical... | [
{
"created": "Fri, 14 Oct 2016 07:14:44 GMT",
"version": "v1"
}
] | 2016-10-17 | [
[
"Liu",
"Fei",
""
],
[
"Perez",
"Julien",
""
],
[
"Nowson",
"Scott",
""
]
] | Many methods have been used to recognize author personality traits from text, typically combining linguistic feature engineering with shallow learning models, e.g. linear regression or Support Vector Machines. This work uses deep-learning-based models and atomic features of text, the characters, to build hierarchical, ... |
0906.3919 | Serguei Mokhov | Serguei A. Mokhov and Joey Paquet | A Type System Theory for Higher-Order Intensional Logic Support for
Variable Bindings in Hybrid Intensional-Imperative Programs in GIPSY | 12 pages, 1 table; 2 figures | null | null | null | cs.LO cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We describe a type system for a platform called the General Intensional
Programming System (GIPSY), designed to support intensional programming
languages built upon intensional logic and their imperative counter-parts for
the intensional execution model. In GIPSY, the type system glues the static and
dynamic typing b... | [
{
"created": "Mon, 22 Jun 2009 05:27:49 GMT",
"version": "v1"
}
] | 2009-12-21 | [
[
"Mokhov",
"Serguei A.",
""
],
[
"Paquet",
"Joey",
""
]
] | We describe a type system for a platform called the General Intensional Programming System (GIPSY), designed to support intensional programming languages built upon intensional logic and their imperative counter-parts for the intensional execution model. In GIPSY, the type system glues the static and dynamic typing bet... |
2401.11316 | Nadav Benedek | Nadav Benedek, Lior Wolf | PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation | EACL 2024 | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | With the proliferation of large pre-trained language models (PLMs),
fine-tuning all model parameters becomes increasingly inefficient, particularly
when dealing with numerous downstream tasks that entail substantial training
and storage costs. Several approaches aimed at achieving parameter-efficient
fine-tuning (PEF... | [
{
"created": "Sat, 20 Jan 2024 20:25:17 GMT",
"version": "v1"
}
] | 2024-01-23 | [
[
"Benedek",
"Nadav",
""
],
[
"Wolf",
"Lior",
""
]
] | With the proliferation of large pre-trained language models (PLMs), fine-tuning all model parameters becomes increasingly inefficient, particularly when dealing with numerous downstream tasks that entail substantial training and storage costs. Several approaches aimed at achieving parameter-efficient fine-tuning (PEFT)... |
1705.03102 | Albert Reuther PhD | Albert Reuther, Chansup Byun, William Arcand, David Bestor, Bill
Bergeron, Matthew Hubbell, Michael Jones, Peter Michaleas, Andrew Prout,
Antonio Rosa, Jeremy Kepner | Scalable System Scheduling for HPC and Big Data | 34 pages, 7 figures | null | 10.1016/j.jpdc.2017.06.009 | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the rapidly expanding field of parallel processing, job schedulers are the
"operating systems" of modern big data architectures and supercomputing
systems. Job schedulers allocate computing resources and control the execution
of processes on those resources. Historically, job schedulers were the domain
of supercom... | [
{
"created": "Mon, 8 May 2017 21:58:12 GMT",
"version": "v1"
}
] | 2018-03-06 | [
[
"Reuther",
"Albert",
""
],
[
"Byun",
"Chansup",
""
],
[
"Arcand",
"William",
""
],
[
"Bestor",
"David",
""
],
[
"Bergeron",
"Bill",
""
],
[
"Hubbell",
"Matthew",
""
],
[
"Jones",
"Michael",
""
],
[
... | In the rapidly expanding field of parallel processing, job schedulers are the "operating systems" of modern big data architectures and supercomputing systems. Job schedulers allocate computing resources and control the execution of processes on those resources. Historically, job schedulers were the domain of supercompu... |
2311.07041 | Wei Chen | Weiran Jiang, Wei Chen, Bo Ai | Deep Joint Source Channel Coding With Attention Modules Over MIMO
Channels | null | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose two deep joint source and channel coding (DJSCC)
structures with attention modules for the multi-input multi-output (MIMO)
channel, including a serial structure and a parallel structure. With singular
value decomposition (SVD)-based precoding scheme, the MIMO channel can be
decomposed into v... | [
{
"created": "Mon, 13 Nov 2023 02:53:30 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Mar 2024 00:41:35 GMT",
"version": "v2"
},
{
"created": "Fri, 15 Mar 2024 09:15:14 GMT",
"version": "v3"
}
] | 2024-03-18 | [
[
"Jiang",
"Weiran",
""
],
[
"Chen",
"Wei",
""
],
[
"Ai",
"Bo",
""
]
] | In this paper, we propose two deep joint source and channel coding (DJSCC) structures with attention modules for the multi-input multi-output (MIMO) channel, including a serial structure and a parallel structure. With singular value decomposition (SVD)-based precoding scheme, the MIMO channel can be decomposed into var... |
1212.6680 | Henricus Bouwmeester | Henricus Bouwmeester, Andrew Dougherty, and Andrew V. Knyazev | Nonsymmetric multigrid preconditioning for conjugate gradient methods | 7 pages | Procedia Computer Science, v. 51, pp. 276-285, 2015 | 10.1016/j.procs.2015.05.241 | TR2013-027 | cs.NA math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We numerically analyze the possibility of turning off post-smoothing
(relaxation) in geometric multigrid when used as a preconditioner in conjugate
gradient linear and eigenvalue solvers for the 3D Laplacian. The geometric
Semicoarsening Multigrid (SMG) method is provided by the hypre parallel
software package. We so... | [
{
"created": "Sun, 30 Dec 2012 01:15:51 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Apr 2013 23:14:59 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Jun 2013 18:45:39 GMT",
"version": "v3"
}
] | 2015-06-09 | [
[
"Bouwmeester",
"Henricus",
""
],
[
"Dougherty",
"Andrew",
""
],
[
"Knyazev",
"Andrew V.",
""
]
] | We numerically analyze the possibility of turning off post-smoothing (relaxation) in geometric multigrid when used as a preconditioner in conjugate gradient linear and eigenvalue solvers for the 3D Laplacian. The geometric Semicoarsening Multigrid (SMG) method is provided by the hypre parallel software package. We solv... |
1904.02338 | Maruan Al-Shedivat | Maruan Al-Shedivat and Ankur P. Parikh | Consistency by Agreement in Zero-shot Neural Machine Translation | NAACL 2019 (14 pages, 5 figures) | null | null | null | cs.LG cs.CL cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generalization and reliability of multilingual translation often highly
depend on the amount of available parallel data for each language pair of
interest. In this paper, we focus on zero-shot generalization---a challenging
setup that tests models on translation directions they have not been optimized
for at training... | [
{
"created": "Thu, 4 Apr 2019 03:49:05 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Apr 2019 04:00:03 GMT",
"version": "v2"
}
] | 2019-04-11 | [
[
"Al-Shedivat",
"Maruan",
""
],
[
"Parikh",
"Ankur P.",
""
]
] | Generalization and reliability of multilingual translation often highly depend on the amount of available parallel data for each language pair of interest. In this paper, we focus on zero-shot generalization---a challenging setup that tests models on translation directions they have not been optimized for at training t... |
2106.13764 | Yasir Zaki | Moumena Chaqfeh, Muhammad Haseeb, Waleed Hashmi, Patrick Inshuti,
Manesha Ramesh, Matteo Varvello, Fareed Zaffar, Lakshmi Subramanian, Yasir
Zaki | To Block or Not to Block: Accelerating Mobile Web Pages On-The-Fly
Through JavaScript Classification | 11 pages, 11 figures | null | null | null | cs.OH | http://creativecommons.org/licenses/by/4.0/ | The increasing complexity of JavaScript in modern mobile web pages has become
a critical performance bottleneck for low-end mobile phone users, especially in
developing regions. In this paper, we propose SlimWeb, a novel approach that
automatically derives lightweight versions of mobile web pages on-the-fly by
elimin... | [
{
"created": "Sun, 20 Jun 2021 10:32:10 GMT",
"version": "v1"
}
] | 2021-06-28 | [
[
"Chaqfeh",
"Moumena",
""
],
[
"Haseeb",
"Muhammad",
""
],
[
"Hashmi",
"Waleed",
""
],
[
"Inshuti",
"Patrick",
""
],
[
"Ramesh",
"Manesha",
""
],
[
"Varvello",
"Matteo",
""
],
[
"Zaffar",
"Fareed",
""
],
... | The increasing complexity of JavaScript in modern mobile web pages has become a critical performance bottleneck for low-end mobile phone users, especially in developing regions. In this paper, we propose SlimWeb, a novel approach that automatically derives lightweight versions of mobile web pages on-the-fly by eliminat... |
2001.00358 | Moonyoung Lee | Moonyoung Lee, Yujin Heo, Saihim Cho, Hyunsub Park, Jun-Ho Oh | Motion Generation Interface of ROS to PODO Software Framework for
Wheeled Huamanoid Robot | IEEE Int. Conf. on Advanced Robotics (ICAR), 2019 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper discusses the development of robot motion generation interface
between a real-time software architecture and a non-real-time robot operating
system. In order for robots to execute intelligent manipulation or navigation,
close integration of high-level perception and low-level control is required.
However, ... | [
{
"created": "Thu, 2 Jan 2020 08:37:13 GMT",
"version": "v1"
}
] | 2020-01-03 | [
[
"Lee",
"Moonyoung",
""
],
[
"Heo",
"Yujin",
""
],
[
"Cho",
"Saihim",
""
],
[
"Park",
"Hyunsub",
""
],
[
"Oh",
"Jun-Ho",
""
]
] | This paper discusses the development of robot motion generation interface between a real-time software architecture and a non-real-time robot operating system. In order for robots to execute intelligent manipulation or navigation, close integration of high-level perception and low-level control is required. However, ma... |
1903.00782 | Shehryar Khattak | Shehryar Khattak, Christos Papachristos, Kostas Alexis | Marker based Thermal-Inertial Localization for Aerial Robots in
Obscurant Filled Environments | 10 pages, 5 figures, Published in International Symposium on Visual
Computing 2018 | null | 10.1007/978-3-030-03801-4_49 | null | cs.RO cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For robotic inspection tasks in known environments fiducial markers provide a
reliable and low-cost solution for robot localization. However, detection of
such markers relies on the quality of RGB camera data, which degrades
significantly in the presence of visual obscurants such as fog and smoke. The
ability to navi... | [
{
"created": "Sat, 2 Mar 2019 22:33:02 GMT",
"version": "v1"
}
] | 2019-03-05 | [
[
"Khattak",
"Shehryar",
""
],
[
"Papachristos",
"Christos",
""
],
[
"Alexis",
"Kostas",
""
]
] | For robotic inspection tasks in known environments fiducial markers provide a reliable and low-cost solution for robot localization. However, detection of such markers relies on the quality of RGB camera data, which degrades significantly in the presence of visual obscurants such as fog and smoke. The ability to naviga... |
2011.10812 | Fan Lu | Fan Lu, Guang Chen, Yinlong Liu, Zhijun Li, Sanqing Qu, Tianpei Zou | MoNet: Motion-based Point Cloud Prediction Network | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Predicting the future can significantly improve the safety of intelligent
vehicles, which is a key component in autonomous driving. 3D point clouds
accurately model 3D information of surrounding environment and are crucial for
intelligent vehicles to perceive the scene. Therefore, prediction of 3D point
clouds has gr... | [
{
"created": "Sat, 21 Nov 2020 15:43:31 GMT",
"version": "v1"
}
] | 2020-11-24 | [
[
"Lu",
"Fan",
""
],
[
"Chen",
"Guang",
""
],
[
"Liu",
"Yinlong",
""
],
[
"Li",
"Zhijun",
""
],
[
"Qu",
"Sanqing",
""
],
[
"Zou",
"Tianpei",
""
]
] | Predicting the future can significantly improve the safety of intelligent vehicles, which is a key component in autonomous driving. 3D point clouds accurately model 3D information of surrounding environment and are crucial for intelligent vehicles to perceive the scene. Therefore, prediction of 3D point clouds has grea... |
1603.08642 | Jennifer King | Jennifer E. King, Siddhartha S. Srinivasa | Rearrangement Planning via Heuristic Search | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a method to apply heuristic search algorithms to solve
rearrangement planning by pushing problems. In these problems, a robot must
push an object through clutter to achieve a goal. To do this, we exploit the
fact that contact with objects in the environment is critical to goal
achievement. We dynamically g... | [
{
"created": "Tue, 29 Mar 2016 05:03:16 GMT",
"version": "v1"
}
] | 2016-03-30 | [
[
"King",
"Jennifer E.",
""
],
[
"Srinivasa",
"Siddhartha S.",
""
]
] | We present a method to apply heuristic search algorithms to solve rearrangement planning by pushing problems. In these problems, a robot must push an object through clutter to achieve a goal. To do this, we exploit the fact that contact with objects in the environment is critical to goal achievement. We dynamically gen... |
1810.03806 | Chenxiao Zhao | Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang
and Chaomin Shen | The Adversarial Attack and Detection under the Fisher Information Metric | Accepted as an AAAI-2019 oral paper | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many deep learning models are vulnerable to the adversarial attack, i.e.,
imperceptible but intentionally-designed perturbations to the input can cause
incorrect output of the networks. In this paper, using information geometry, we
provide a reasonable explanation for the vulnerability of deep learning models.
By con... | [
{
"created": "Tue, 9 Oct 2018 04:25:05 GMT",
"version": "v1"
},
{
"created": "Sat, 9 Feb 2019 03:40:49 GMT",
"version": "v2"
}
] | 2019-02-12 | [
[
"Zhao",
"Chenxiao",
""
],
[
"Fletcher",
"P. Thomas",
""
],
[
"Yu",
"Mixue",
""
],
[
"Peng",
"Yaxin",
""
],
[
"Zhang",
"Guixu",
""
],
[
"Shen",
"Chaomin",
""
]
] | Many deep learning models are vulnerable to the adversarial attack, i.e., imperceptible but intentionally-designed perturbations to the input can cause incorrect output of the networks. In this paper, using information geometry, we provide a reasonable explanation for the vulnerability of deep learning models. By consi... |
2404.11504 | Ishay Haviv | Ishay Haviv and Michal Parnas | Testing Intersectingness of Uniform Families | 20 pages | null | null | null | cs.DS | http://creativecommons.org/licenses/by/4.0/ | A set family ${\cal F}$ is called intersecting if every two members of ${\cal
F}$ intersect, and it is called uniform if all members of ${\cal F}$ share a
common size. A uniform family ${\cal F} \subseteq \binom{[n]}{k}$ of
$k$-subsets of $[n]$ is $\varepsilon$-far from intersecting if one has to
remove more than $\v... | [
{
"created": "Wed, 17 Apr 2024 15:59:25 GMT",
"version": "v1"
},
{
"created": "Thu, 18 Jul 2024 12:30:13 GMT",
"version": "v2"
}
] | 2024-07-19 | [
[
"Haviv",
"Ishay",
""
],
[
"Parnas",
"Michal",
""
]
] | A set family ${\cal F}$ is called intersecting if every two members of ${\cal F}$ intersect, and it is called uniform if all members of ${\cal F}$ share a common size. A uniform family ${\cal F} \subseteq \binom{[n]}{k}$ of $k$-subsets of $[n]$ is $\varepsilon$-far from intersecting if one has to remove more than $\var... |
2005.11753 | Tianhao Wang | Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang, Dong Su, Yueqiang
Cheng, Zhou Li, Ninghui Li, Somesh Jha | Continuous Release of Data Streams under both Centralized and Local
Differential Privacy | null | null | null | null | cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the problem of publishing a stream of real-valued
data satisfying differential privacy (DP). One major challenge is that the
maximal possible value can be quite large; thus it is necessary to estimate a
threshold so that numbers above it are truncated to reduce the amount of noise
that is requ... | [
{
"created": "Sun, 24 May 2020 14:25:49 GMT",
"version": "v1"
},
{
"created": "Thu, 7 Dec 2023 20:02:17 GMT",
"version": "v2"
}
] | 2023-12-11 | [
[
"Wang",
"Tianhao",
""
],
[
"Chen",
"Joann Qiongna",
""
],
[
"Zhang",
"Zhikun",
""
],
[
"Su",
"Dong",
""
],
[
"Cheng",
"Yueqiang",
""
],
[
"Li",
"Zhou",
""
],
[
"Li",
"Ninghui",
""
],
[
"Jha",
"S... | In this paper, we study the problem of publishing a stream of real-valued data satisfying differential privacy (DP). One major challenge is that the maximal possible value can be quite large; thus it is necessary to estimate a threshold so that numbers above it are truncated to reduce the amount of noise that is requir... |
2312.09730 | Emmanuel Raptis | Marios Krestenitis, Emmanuel K. Raptis, Athanasios Ch. Kapoutsis,
Konstantinos Ioannidis, Elias B. Kosmatopoulos, Stefanos Vrochidis | Overcome the Fear Of Missing Out: Active Sensing UAV Scanning for
Precision Agriculture | null | Robotics and Autonomous Systems (2023): 104581 | 10.1016/j.robot.2023.104581 | null | cs.RO cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | This paper deals with the problem of informative path planning for a UAV
deployed for precision agriculture applications. First, we observe that the
``fear of missing out'' data lead to uniform, conservative scanning policies
over the whole agricultural field. Consequently, employing a non-uniform
scanning approach c... | [
{
"created": "Fri, 15 Dec 2023 12:13:22 GMT",
"version": "v1"
}
] | 2023-12-18 | [
[
"Krestenitis",
"Marios",
""
],
[
"Raptis",
"Emmanuel K.",
""
],
[
"Kapoutsis",
"Athanasios Ch.",
""
],
[
"Ioannidis",
"Konstantinos",
""
],
[
"Kosmatopoulos",
"Elias B.",
""
],
[
"Vrochidis",
"Stefanos",
""
]
] | This paper deals with the problem of informative path planning for a UAV deployed for precision agriculture applications. First, we observe that the ``fear of missing out'' data lead to uniform, conservative scanning policies over the whole agricultural field. Consequently, employing a non-uniform scanning approach can... |
2403.05937 | Cunhui Dong | Cunhui Dong, Haichuan Ma, Haotian Zhang, Changsheng Gao, Li Li, Dong
Liu | Wavelet-Like Transform-Based Technology in Response to the Call for
Proposals on Neural Network-Based Image Coding | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural network-based image coding has been developing rapidly since its
birth. Until 2022, its performance has surpassed that of the best-performing
traditional image coding framework -- H.266/VVC. Witnessing such success, the
IEEE 1857.11 working subgroup initializes a neural network-based image coding
standard proj... | [
{
"created": "Sat, 9 Mar 2024 15:13:49 GMT",
"version": "v1"
}
] | 2024-03-12 | [
[
"Dong",
"Cunhui",
""
],
[
"Ma",
"Haichuan",
""
],
[
"Zhang",
"Haotian",
""
],
[
"Gao",
"Changsheng",
""
],
[
"Li",
"Li",
""
],
[
"Liu",
"Dong",
""
]
] | Neural network-based image coding has been developing rapidly since its birth. Until 2022, its performance has surpassed that of the best-performing traditional image coding framework -- H.266/VVC. Witnessing such success, the IEEE 1857.11 working subgroup initializes a neural network-based image coding standard projec... |
2208.05622 | Qihan Guo | Qihan Guo (1), Siwei Wang (1), Jun Zhu (1) ((1) Tsinghua University) | Regret Analysis for Hierarchical Experts Bandit Problem | 14 pages, 2 figures, submitted to AAAI 2023 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study an extension of standard bandit problem in which there are R layers
of experts. Multi-layered experts make selections layer by layer and only the
experts in the last layer can play arms. The goal of the learning policy is to
minimize the total regret in this hierarchical experts setting. We first
analyze the... | [
{
"created": "Thu, 11 Aug 2022 03:44:55 GMT",
"version": "v1"
}
] | 2022-08-12 | [
[
"Guo",
"Qihan",
"",
"Tsinghua University"
],
[
"Wang",
"Siwei",
"",
"Tsinghua University"
],
[
"Zhu",
"Jun",
"",
"Tsinghua University"
]
] | We study an extension of standard bandit problem in which there are R layers of experts. Multi-layered experts make selections layer by layer and only the experts in the last layer can play arms. The goal of the learning policy is to minimize the total regret in this hierarchical experts setting. We first analyze the c... |
2307.06340 | Lennart Br\"uggemann | Lennart Br\"uggemann | Securely extending and running low-code applications with C# | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Low-code development platforms provide an accessible infrastructure for the
creation of software by domain experts, also called "citizen developers",
without the need for formal programming education. Development is facilitated
through graphical user interfaces, although traditional programming can still
be used to e... | [
{
"created": "Wed, 12 Jul 2023 09:32:31 GMT",
"version": "v1"
}
] | 2023-07-14 | [
[
"Brüggemann",
"Lennart",
""
]
] | Low-code development platforms provide an accessible infrastructure for the creation of software by domain experts, also called "citizen developers", without the need for formal programming education. Development is facilitated through graphical user interfaces, although traditional programming can still be used to ext... |
2404.08761 | Joshua Feinglass | Joshua Feinglass, Jayaraman J. Thiagarajan, Rushil Anirudh, T.S.
Jayram, Yezhou Yang | `Eyes of a Hawk and Ears of a Fox': Part Prototype Network for
Generalized Zero-Shot Learning | Accepted to the CVPR 2024 LIMIT Workshop | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | Current approaches in Generalized Zero-Shot Learning (GZSL) are built upon
base models which consider only a single class attribute vector representation
over the entire image. This is an oversimplification of the process of novel
category recognition, where different regions of the image may have properties
from dif... | [
{
"created": "Fri, 12 Apr 2024 18:37:00 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Feinglass",
"Joshua",
""
],
[
"Thiagarajan",
"Jayaraman J.",
""
],
[
"Anirudh",
"Rushil",
""
],
[
"Jayram",
"T. S.",
""
],
[
"Yang",
"Yezhou",
""
]
] | Current approaches in Generalized Zero-Shot Learning (GZSL) are built upon base models which consider only a single class attribute vector representation over the entire image. This is an oversimplification of the process of novel category recognition, where different regions of the image may have properties from diffe... |
1607.04545 | Pedro Montealegre | Pedro Montealegre, Ioan Todinca | On Distance-$d$ Independent Set and other problems in graphs with few
minimal separators | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fomin and Villanger (STACS 2010) proved that Maximum Independent Set,
Feedback Vertex Set, and more generally the problem of finding a maximum
induced subgraph of treewith at most a constant $t$, can be solved in
polynomial time on graph classes with polynomially many minimal separators. We
extend these results in tw... | [
{
"created": "Fri, 15 Jul 2016 15:09:12 GMT",
"version": "v1"
}
] | 2016-07-18 | [
[
"Montealegre",
"Pedro",
""
],
[
"Todinca",
"Ioan",
""
]
] | Fomin and Villanger (STACS 2010) proved that Maximum Independent Set, Feedback Vertex Set, and more generally the problem of finding a maximum induced subgraph of treewith at most a constant $t$, can be solved in polynomial time on graph classes with polynomially many minimal separators. We extend these results in two ... |
1904.01994 | Nabeel Abdur Rehman | Nabeel Abdur Rehman, Umar Saif, Rumi Chunara | Deep Landscape Features for Improving Vector-borne Disease Prediction | 10 pages, 3 figures, 1 table | null | null | null | cs.CY cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The global population at risk of mosquito-borne diseases such as dengue,
yellow fever, chikungunya and Zika is expanding. Infectious disease models
commonly incorporate environmental measures like temperature and precipitation.
Given increasing availability of high-resolution satellite imagery, here we
consider inclu... | [
{
"created": "Wed, 3 Apr 2019 13:29:58 GMT",
"version": "v1"
}
] | 2019-04-04 | [
[
"Rehman",
"Nabeel Abdur",
""
],
[
"Saif",
"Umar",
""
],
[
"Chunara",
"Rumi",
""
]
] | The global population at risk of mosquito-borne diseases such as dengue, yellow fever, chikungunya and Zika is expanding. Infectious disease models commonly incorporate environmental measures like temperature and precipitation. Given increasing availability of high-resolution satellite imagery, here we consider includi... |
2401.16312 | Yen-Chi Lee | Yun-Feng Lo, Yen-Chi Lee, Min-Hsiu Hsieh | Degradability of Modified Landau-Streater Type Low-Noise Quantum
Channels in High Dimensions | 13 pages, 1 figure, comments welcome! v2: Introduction enhanced | null | null | null | cs.IT math.IT quant-ph | http://creativecommons.org/licenses/by/4.0/ | This paper delves into the degradability of quantum channels, with a specific
focus on high-dimensional extensions of qubit depolarizing channels in
low-noise regimes. We build upon the foundation of $\eta$-approximate
degradable channels, as established by Sutter et al. and Leditzky et al., to
introduce and examine ... | [
{
"created": "Mon, 29 Jan 2024 17:17:34 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jan 2024 05:04:50 GMT",
"version": "v2"
}
] | 2024-01-31 | [
[
"Lo",
"Yun-Feng",
""
],
[
"Lee",
"Yen-Chi",
""
],
[
"Hsieh",
"Min-Hsiu",
""
]
] | This paper delves into the degradability of quantum channels, with a specific focus on high-dimensional extensions of qubit depolarizing channels in low-noise regimes. We build upon the foundation of $\eta$-approximate degradable channels, as established by Sutter et al. and Leditzky et al., to introduce and examine th... |
2305.06801 | Francois Remy | Fran\c{c}ois Remy, Alfiya Khabibullina, Thomas Demeester | Detecting Idiomatic Multiword Expressions in Clinical Terminology using
Definition-Based Representation Learning | Best Paper Award @ MWE 2023 | null | null | null | cs.CL | http://creativecommons.org/publicdomain/zero/1.0/ | This paper shines a light on the potential of definition-based semantic
models for detecting idiomatic and semi-idiomatic multiword expressions (MWEs)
in clinical terminology. Our study focuses on biomedical entities defined in
the UMLS ontology and aims to help prioritize the translation efforts of these
entities. I... | [
{
"created": "Thu, 11 May 2023 13:42:58 GMT",
"version": "v1"
}
] | 2023-05-12 | [
[
"Remy",
"François",
""
],
[
"Khabibullina",
"Alfiya",
""
],
[
"Demeester",
"Thomas",
""
]
] | This paper shines a light on the potential of definition-based semantic models for detecting idiomatic and semi-idiomatic multiword expressions (MWEs) in clinical terminology. Our study focuses on biomedical entities defined in the UMLS ontology and aims to help prioritize the translation efforts of these entities. In ... |
1509.01770 | Kishan Wimalawarne | Kishan Wimalawarne, Ryota Tomioka and Masashi Sugiyama | Theoretical and Experimental Analyses of Tensor-Based Regression and
Classification | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We theoretically and experimentally investigate tensor-based regression and
classification. Our focus is regularization with various tensor norms,
including the overlapped trace norm, the latent trace norm, and the scaled
latent trace norm. We first give dual optimization methods using the
alternating direction metho... | [
{
"created": "Sun, 6 Sep 2015 05:03:27 GMT",
"version": "v1"
}
] | 2015-09-08 | [
[
"Wimalawarne",
"Kishan",
""
],
[
"Tomioka",
"Ryota",
""
],
[
"Sugiyama",
"Masashi",
""
]
] | We theoretically and experimentally investigate tensor-based regression and classification. Our focus is regularization with various tensor norms, including the overlapped trace norm, the latent trace norm, and the scaled latent trace norm. We first give dual optimization methods using the alternating direction method ... |
1309.6608 | sukhjit Singh Sehra Er. | Sukhjit Singh Sehra, Jaiteg Singh and Hardeep Singh Rai | Assessment of OpenStreetMap Data - A Review | Review paper | International Journal of Computer Applications, 76(16):17-20,
August 2013 | 10.5120/13331-0888 10.5120/13331-0888 | null | cs.CY cs.DB cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The meaning and purposes of web has been changing and evolving day by day.
Web 2. 0 encouraged more contribution by the end users. This movement provided
revolutionary methods of sharing and computing data by crowdsourcing such as
OpenStreetmap, also called "the wikification of maps" by some researchers. When
crowdso... | [
{
"created": "Wed, 25 Sep 2013 18:52:48 GMT",
"version": "v1"
}
] | 2013-09-26 | [
[
"Sehra",
"Sukhjit Singh",
""
],
[
"Singh",
"Jaiteg",
""
],
[
"Rai",
"Hardeep Singh",
""
]
] | The meaning and purposes of web has been changing and evolving day by day. Web 2. 0 encouraged more contribution by the end users. This movement provided revolutionary methods of sharing and computing data by crowdsourcing such as OpenStreetmap, also called "the wikification of maps" by some researchers. When crowdsour... |
2311.12779 | Pooria Namyar | Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu
Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula | Finding Adversarial Inputs for Heuristics using Multi-level Optimization | null | null | null | null | cs.NI cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Production systems use heuristics because they are faster or scale better
than their optimal counterparts. Yet, practitioners are often unaware of the
performance gap between a heuristic and the optimum or between two heuristics
in realistic scenarios. We present MetaOpt, a system that helps analyze
heuristics. Users... | [
{
"created": "Tue, 21 Nov 2023 18:43:16 GMT",
"version": "v1"
}
] | 2023-11-22 | [
[
"Namyar",
"Pooria",
""
],
[
"Arzani",
"Behnaz",
""
],
[
"Beckett",
"Ryan",
""
],
[
"Segarra",
"Santiago",
""
],
[
"Raj",
"Himanshu",
""
],
[
"Krishnaswamy",
"Umesh",
""
],
[
"Govindan",
"Ramesh",
""
],
... | Production systems use heuristics because they are faster or scale better than their optimal counterparts. Yet, practitioners are often unaware of the performance gap between a heuristic and the optimum or between two heuristics in realistic scenarios. We present MetaOpt, a system that helps analyze heuristics. Users s... |
2402.09965 | Inkyu Park | Han Yegang, Park Minjun, Byun Duwon, Park Inkyu | Hierarchy Representation of Data in Machine Learnings | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | When there are models with clear-cut judgment results for several data
points, it is possible that most models exhibit a relationship where if they
correctly judge one target, they also correctly judge another target.
Conversely, if most models incorrectly judge one target, they may also
incorrectly judge another tar... | [
{
"created": "Thu, 30 Nov 2023 01:49:52 GMT",
"version": "v1"
}
] | 2024-02-16 | [
[
"Yegang",
"Han",
""
],
[
"Minjun",
"Park",
""
],
[
"Duwon",
"Byun",
""
],
[
"Inkyu",
"Park",
""
]
] | When there are models with clear-cut judgment results for several data points, it is possible that most models exhibit a relationship where if they correctly judge one target, they also correctly judge another target. Conversely, if most models incorrectly judge one target, they may also incorrectly judge another targe... |
2205.13963 | Georg Hager | Ayesha Afzal, Georg Hager, Gerhard Wellein, Stefano Markidis | Exploring Techniques for the Analysis of Spontaneous Asynchronicity in
MPI-Parallel Applications | 12 pages, 9 figures, 1 table | null | 10.1007/978-3-031-30442-2_12 | null | cs.DC cs.LG cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies the utility of using data analytics and machine learning
techniques for identifying, classifying, and characterizing the dynamics of
large-scale parallel (MPI) programs. To this end, we run microbenchmarks and
realistic proxy applications with the regular compute-communicate structure on
two differ... | [
{
"created": "Fri, 27 May 2022 13:19:07 GMT",
"version": "v1"
}
] | 2023-09-06 | [
[
"Afzal",
"Ayesha",
""
],
[
"Hager",
"Georg",
""
],
[
"Wellein",
"Gerhard",
""
],
[
"Markidis",
"Stefano",
""
]
] | This paper studies the utility of using data analytics and machine learning techniques for identifying, classifying, and characterizing the dynamics of large-scale parallel (MPI) programs. To this end, we run microbenchmarks and realistic proxy applications with the regular compute-communicate structure on two differen... |
1909.02871 | Stephan G\"unther | Stephan M. G\"unther, Nicolas Appel and Georg Carle | Galois Field Arithmetics for Linear Network Coding using AVX512
Instruction Set Extensions | 6 pages, 2 figures, the updated finite field library is available
under the LGPL at https://moep80211.net/plink/libmoepgf-avx512 | null | null | null | cs.DC cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Linear network coding requires arithmetic operations over Galois fields, more
specifically over finite extension fields. While coding over GF(2) reduces to
simple XOR operations, this field is less preferred for practical applications
of random linear network coding due to high chances of linear dependencies and
ther... | [
{
"created": "Wed, 4 Sep 2019 09:20:59 GMT",
"version": "v1"
}
] | 2019-09-09 | [
[
"Günther",
"Stephan M.",
""
],
[
"Appel",
"Nicolas",
""
],
[
"Carle",
"Georg",
""
]
] | Linear network coding requires arithmetic operations over Galois fields, more specifically over finite extension fields. While coding over GF(2) reduces to simple XOR operations, this field is less preferred for practical applications of random linear network coding due to high chances of linear dependencies and theref... |
2202.12888 | MohammadJavad Azizi | Mohammadjavad Azizi, Branislav Kveton, Mohammad Ghavamzadeh, Sumeet
Katariya | Meta-Learning for Simple Regret Minimization | null | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We develop a meta-learning framework for simple regret minimization in
bandits. In this framework, a learning agent interacts with a sequence of
bandit tasks, which are sampled i.i.d.\ from an unknown prior distribution, and
learns its meta-parameters to perform better on future tasks. We propose the
first Bayesian a... | [
{
"created": "Fri, 25 Feb 2022 18:56:54 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Jul 2023 20:01:11 GMT",
"version": "v2"
}
] | 2023-07-06 | [
[
"Azizi",
"Mohammadjavad",
""
],
[
"Kveton",
"Branislav",
""
],
[
"Ghavamzadeh",
"Mohammad",
""
],
[
"Katariya",
"Sumeet",
""
]
] | We develop a meta-learning framework for simple regret minimization in bandits. In this framework, a learning agent interacts with a sequence of bandit tasks, which are sampled i.i.d.\ from an unknown prior distribution, and learns its meta-parameters to perform better on future tasks. We propose the first Bayesian and... |
2310.05324 | Andrew Starnes | Andrew Starnes, Anton Dereventsov, Clayton Webster | Increasing Entropy to Boost Policy Gradient Performance on
Personalization Tasks | 8 pages, 3 figures, accepted to WAIN 2023 | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | In this effort, we consider the impact of regularization on the diversity of
actions taken by policies generated from reinforcement learning agents trained
using a policy gradient. Policy gradient agents are prone to entropy collapse,
which means certain actions are seldomly, if ever, selected. We augment the
optimiz... | [
{
"created": "Mon, 9 Oct 2023 01:03:05 GMT",
"version": "v1"
}
] | 2023-10-10 | [
[
"Starnes",
"Andrew",
""
],
[
"Dereventsov",
"Anton",
""
],
[
"Webster",
"Clayton",
""
]
] | In this effort, we consider the impact of regularization on the diversity of actions taken by policies generated from reinforcement learning agents trained using a policy gradient. Policy gradient agents are prone to entropy collapse, which means certain actions are seldomly, if ever, selected. We augment the optimizat... |
2211.12224 | Igor Donevski | Igor Donevski, Marco Virgili, Nithin Babu, Jimmy Jessen Nielsen,
Andrew J. Forsyth, Constantinos B. Papadias, Petar Popovski | Sustainable Wireless Services with UAV Swarms Tailored to Renewable
Energy Sources | To be published in Transactions on Smart Grid | null | null | null | cs.NI eess.SP | http://creativecommons.org/licenses/by/4.0/ | Unmanned Aerial Vehicle (UAV) swarms are often required in off-grid
scenarios, such as disaster-struck, war-torn or rural areas, where the UAVs
have no access to the power grid and instead rely on renewable energy.
Considering a main battery fed from two renewable sources, wind and solar, we
scale such a system based... | [
{
"created": "Tue, 22 Nov 2022 12:30:39 GMT",
"version": "v1"
},
{
"created": "Wed, 23 Nov 2022 17:16:56 GMT",
"version": "v2"
}
] | 2022-11-24 | [
[
"Donevski",
"Igor",
""
],
[
"Virgili",
"Marco",
""
],
[
"Babu",
"Nithin",
""
],
[
"Nielsen",
"Jimmy Jessen",
""
],
[
"Forsyth",
"Andrew J.",
""
],
[
"Papadias",
"Constantinos B.",
""
],
[
"Popovski",
"Petar",
... | Unmanned Aerial Vehicle (UAV) swarms are often required in off-grid scenarios, such as disaster-struck, war-torn or rural areas, where the UAVs have no access to the power grid and instead rely on renewable energy. Considering a main battery fed from two renewable sources, wind and solar, we scale such a system based o... |
1412.5275 | Azade Rezaeezade | Ismail Nojavani, Azade Rezaeezade and Amirhassan Monadjemi | Iranian cashes recognition using mobile | arXiv #133709 | International Journal of Computer Science & Information
Technology, volume 6, issue 6, pp.61-71, 2014 | null | null | cs.CV | http://creativecommons.org/licenses/by/3.0/ | In economical societies of today, using cash is an inseparable aspect of
human life. People use cashes for marketing, services, entertainments, bank
operations and so on. This huge amount of contact with cash and the necessity
of knowing the monetary value of it caused one of the most challenging problems
for visuall... | [
{
"created": "Wed, 17 Dec 2014 07:51:56 GMT",
"version": "v1"
}
] | 2014-12-18 | [
[
"Nojavani",
"Ismail",
""
],
[
"Rezaeezade",
"Azade",
""
],
[
"Monadjemi",
"Amirhassan",
""
]
] | In economical societies of today, using cash is an inseparable aspect of human life. People use cashes for marketing, services, entertainments, bank operations and so on. This huge amount of contact with cash and the necessity of knowing the monetary value of it caused one of the most challenging problems for visually ... |
1901.10583 | Vithya Yogarajan | Vithya Yogarajan, Bernhard Pfahringer and Michael Mayo | Automatic end-to-end De-identification: Is high accuracy the only
metric? | 17 pages, 1 figure, 7 tables, review journal paper | Applied Artificial Intelligence, 2020 | 10.1080/08839514.2020.1718343 | 04-Feb-2020 | cs.CY cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | De-identification of electronic health records (EHR) is a vital step towards
advancing health informatics research and maximising the use of available data.
It is a two-step process where step one is the identification of protected
health information (PHI), and step two is replacing such PHI with surrogates.
Despite ... | [
{
"created": "Sun, 27 Jan 2019 21:51:40 GMT",
"version": "v1"
}
] | 2020-02-18 | [
[
"Yogarajan",
"Vithya",
""
],
[
"Pfahringer",
"Bernhard",
""
],
[
"Mayo",
"Michael",
""
]
] | De-identification of electronic health records (EHR) is a vital step towards advancing health informatics research and maximising the use of available data. It is a two-step process where step one is the identification of protected health information (PHI), and step two is replacing such PHI with surrogates. Despite th... |
2303.12653 | Fenghao Zhu | Fenghao Zhu, Bohao Wang, Zhaohui Yang, Chongwen Huang, Zhaoyang Zhang,
George C.Alexandropoulos, Chau Yuen and Merouane Debbah | Robust Millimeter Beamforming via Self-Supervised Hybrid Deep Learning | Accept by EUSIPCO 2023 | 2023 31st European Signal Processing Conference (EUSIPCO),
Helsinki, Finland, 2023, pp. 915-919 | 10.23919/EUSIPCO58844.2023.10289989 | null | cs.IT cs.LG math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Beamforming with large-scale antenna arrays has been widely used in recent
years, which is acknowledged as an important part in 5G and incoming 6G. Thus,
various techniques are leveraged to improve its performance, e.g., deep
learning, advanced optimization algorithms, etc. Although its performance in
many previous r... | [
{
"created": "Thu, 9 Mar 2023 05:30:53 GMT",
"version": "v1"
},
{
"created": "Wed, 2 Aug 2023 12:20:40 GMT",
"version": "v2"
},
{
"created": "Fri, 2 Aug 2024 04:02:26 GMT",
"version": "v3"
}
] | 2024-08-05 | [
[
"Zhu",
"Fenghao",
""
],
[
"Wang",
"Bohao",
""
],
[
"Yang",
"Zhaohui",
""
],
[
"Huang",
"Chongwen",
""
],
[
"Zhang",
"Zhaoyang",
""
],
[
"Alexandropoulos",
"George C.",
""
],
[
"Yuen",
"Chau",
""
],
[
... | Beamforming with large-scale antenna arrays has been widely used in recent years, which is acknowledged as an important part in 5G and incoming 6G. Thus, various techniques are leveraged to improve its performance, e.g., deep learning, advanced optimization algorithms, etc. Although its performance in many previous res... |
2401.01013 | Thanh Dung Le | Thanh-Dung Le | Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact
Detection with Self-Supervised Learning | Under preparation to submit to IEEE for possible publications | null | null | null | cs.LG eess.SP | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Recent research at CHU Sainte Justine's Pediatric Critical Care Unit (PICU)
has revealed that traditional machine learning methods, such as semi-supervised
label propagation and K-nearest neighbors, outperform Transformer-based models
in artifact detection from PPG signals, mainly when data is limited. This study
add... | [
{
"created": "Tue, 2 Jan 2024 04:00:48 GMT",
"version": "v1"
}
] | 2024-01-03 | [
[
"Le",
"Thanh-Dung",
""
]
] | Recent research at CHU Sainte Justine's Pediatric Critical Care Unit (PICU) has revealed that traditional machine learning methods, such as semi-supervised label propagation and K-nearest neighbors, outperform Transformer-based models in artifact detection from PPG signals, mainly when data is limited. This study addre... |
1705.02822 | Syed Mohammad Meesum | Syed Mohammad Meesum, Fahad Panolan, Saket Saurabh, and Meirav Zehavi | Rank Vertex Cover as a Natural Problem for Algebraic Compression | null | null | null | null | cs.DS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The question of the existence of a polynomial kernelization of the Vertex
Cover Above LP problem has been a longstanding, notorious open problem in
Parameterized Complexity. Five years ago, the breakthrough work by Kratsch and
Wahlstrom on representative sets has finally answered this question in the
affirmative [FOC... | [
{
"created": "Mon, 8 May 2017 10:56:28 GMT",
"version": "v1"
},
{
"created": "Wed, 10 May 2017 11:32:23 GMT",
"version": "v2"
}
] | 2017-05-11 | [
[
"Meesum",
"Syed Mohammad",
""
],
[
"Panolan",
"Fahad",
""
],
[
"Saurabh",
"Saket",
""
],
[
"Zehavi",
"Meirav",
""
]
] | The question of the existence of a polynomial kernelization of the Vertex Cover Above LP problem has been a longstanding, notorious open problem in Parameterized Complexity. Five years ago, the breakthrough work by Kratsch and Wahlstrom on representative sets has finally answered this question in the affirmative [FOCS ... |
2204.09121 | Henggang Cui | Christopher Hazard, Akshay Bhagat, Balarama Raju Buddharaju, Zhongtao
Liu, Yunming Shao, Lu Lu, Sammy Omari, Henggang Cui | Importance is in your attention: agent importance prediction for
autonomous driving | Accepted at CVPR 2022 Precognition workshop | null | null | null | cs.RO cs.CV | http://creativecommons.org/licenses/by/4.0/ | Trajectory prediction is an important task in autonomous driving.
State-of-the-art trajectory prediction models often use attention mechanisms to
model the interaction between agents. In this paper, we show that the attention
information from such models can also be used to measure the importance of each
agent with r... | [
{
"created": "Tue, 19 Apr 2022 20:34:30 GMT",
"version": "v1"
}
] | 2022-04-21 | [
[
"Hazard",
"Christopher",
""
],
[
"Bhagat",
"Akshay",
""
],
[
"Buddharaju",
"Balarama Raju",
""
],
[
"Liu",
"Zhongtao",
""
],
[
"Shao",
"Yunming",
""
],
[
"Lu",
"Lu",
""
],
[
"Omari",
"Sammy",
""
],
[
... | Trajectory prediction is an important task in autonomous driving. State-of-the-art trajectory prediction models often use attention mechanisms to model the interaction between agents. In this paper, we show that the attention information from such models can also be used to measure the importance of each agent with res... |
1704.03970 | Joel Mackenzie | Joel Mackenzie and J. Shane Culpepper and Roi Blanco and Matt Crane
and Charles L. A. Clarke and Jimmy Lin | Efficient and Effective Tail Latency Minimization in Multi-Stage
Retrieval Systems | Update 1: Edited email address | null | 10.1145/3159652.3159676 | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Scalable web search systems typically employ multi-stage retrieval
architectures, where an initial stage generates a set of candidate documents
that are then pruned and re-ranked. Since subsequent stages typically exploit a
multitude of features of varying costs using machine-learned models, reducing
the number of do... | [
{
"created": "Thu, 13 Apr 2017 02:09:37 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Apr 2017 23:34:13 GMT",
"version": "v2"
}
] | 2017-12-12 | [
[
"Mackenzie",
"Joel",
""
],
[
"Culpepper",
"J. Shane",
""
],
[
"Blanco",
"Roi",
""
],
[
"Crane",
"Matt",
""
],
[
"Clarke",
"Charles L. A.",
""
],
[
"Lin",
"Jimmy",
""
]
] | Scalable web search systems typically employ multi-stage retrieval architectures, where an initial stage generates a set of candidate documents that are then pruned and re-ranked. Since subsequent stages typically exploit a multitude of features of varying costs using machine-learned models, reducing the number of docu... |
2301.12475 | Michael Mislove | Sam van Gool, Paul-Andr\'e Melli\`es and Vincent Moreau | Profinite lambda-terms and parametricity | For the proceedings of MFPS2023 | Electronic Notes in Theoretical Informatics and Computer Science,
Volume 3 - Proceedings of MFPS XXXIX (November 23, 2023) entics:12280 | 10.46298/entics.12280 | null | cs.LO | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Combining ideas coming from Stone duality and Reynolds parametricity, we
formulate in a clean and principled way a notion of profinite lambda-term
which, we show, generalizes at every type the traditional notion of profinite
word coming from automata theory. We start by defining the Stone space of
profinite lambda-te... | [
{
"created": "Sun, 29 Jan 2023 15:56:12 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Apr 2023 14:06:16 GMT",
"version": "v2"
},
{
"created": "Thu, 14 Sep 2023 06:59:53 GMT",
"version": "v3"
},
{
"created": "Sat, 18 Nov 2023 21:07:52 GMT",
"version": "v4"
}
] | 2024-02-14 | [
[
"van Gool",
"Sam",
""
],
[
"Melliès",
"Paul-André",
""
],
[
"Moreau",
"Vincent",
""
]
] | Combining ideas coming from Stone duality and Reynolds parametricity, we formulate in a clean and principled way a notion of profinite lambda-term which, we show, generalizes at every type the traditional notion of profinite word coming from automata theory. We start by defining the Stone space of profinite lambda-term... |
1507.03840 | Levis Zerpa | Levis Zerpa | Using interrogative logic to teach classical logic | Proceedings of the Fourth International Conference on Tools for
Teaching Logic (TTL2015), Rennes, France, June 9-12, 2015. Editors: M.
Antonia Huertas, Jo\~ao Marcos, Mar\'ia Manzano, Sophie Pinchinat,
Fran\c{c}ois Schwarzentruber | null | null | null | cs.CY cs.LO | http://creativecommons.org/licenses/by/4.0/ | In the paper I discuss a tool for helping students in their symbolizations of
natural language sentences using the formal language of classical first order
logic (CFOL). The tool is an extension of Hintikka's concept of (Inquirer's)
range of attention in the context of interrogative games. Any given text is
reconstru... | [
{
"created": "Tue, 14 Jul 2015 13:16:49 GMT",
"version": "v1"
}
] | 2015-07-19 | [
[
"Zerpa",
"Levis",
""
]
] | In the paper I discuss a tool for helping students in their symbolizations of natural language sentences using the formal language of classical first order logic (CFOL). The tool is an extension of Hintikka's concept of (Inquirer's) range of attention in the context of interrogative games. Any given text is reconstruct... |
2310.12632 | Yannik Hahn | Yannik Hahn, Robert Maack, Guido Buchholz, Marion Purrio, Matthias
Angerhausen, Hasan Tercan, Tobias Meisen | Towards a Deep Learning-based Online Quality Prediction System for
Welding Processes | Accepted for CIRP CMS '23 | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The digitization of manufacturing processes enables promising applications
for machine learning-assisted quality assurance. A widely used manufacturing
process that can strongly benefit from data-driven solutions is gas metal arc
welding (GMAW). The welding process is characterized by complex cause-effect
relationshi... | [
{
"created": "Thu, 19 Oct 2023 10:35:50 GMT",
"version": "v1"
},
{
"created": "Fri, 20 Oct 2023 10:44:04 GMT",
"version": "v2"
}
] | 2023-10-23 | [
[
"Hahn",
"Yannik",
""
],
[
"Maack",
"Robert",
""
],
[
"Buchholz",
"Guido",
""
],
[
"Purrio",
"Marion",
""
],
[
"Angerhausen",
"Matthias",
""
],
[
"Tercan",
"Hasan",
""
],
[
"Meisen",
"Tobias",
""
]
] | The digitization of manufacturing processes enables promising applications for machine learning-assisted quality assurance. A widely used manufacturing process that can strongly benefit from data-driven solutions is gas metal arc welding (GMAW). The welding process is characterized by complex cause-effect relationships... |
2209.10208 | Andreas Nienk\"otter | Andreas Nienk\"otter, Xiaoyi Jiang | Kernel-Based Generalized Median Computation for Consensus Learning | 17 pages, 5 figures, 7 tables | Early Access by TPAMI 2022
(https://ieeexplore.ieee.org/document/9869722) | 10.1109/TPAMI.2022.3202565 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computing a consensus object from a set of given objects is a core problem in
machine learning and pattern recognition. One popular approach is to formulate
it as an optimization problem using the generalized median. Previous methods
like the Prototype and Distance-Preserving Embedding methods transform objects
into ... | [
{
"created": "Wed, 21 Sep 2022 09:09:01 GMT",
"version": "v1"
}
] | 2022-09-22 | [
[
"Nienkötter",
"Andreas",
""
],
[
"Jiang",
"Xiaoyi",
""
]
] | Computing a consensus object from a set of given objects is a core problem in machine learning and pattern recognition. One popular approach is to formulate it as an optimization problem using the generalized median. Previous methods like the Prototype and Distance-Preserving Embedding methods transform objects into a ... |
2311.17105 | Kerui Gu | Kerui Gu, Rongyu Chen, Angela Yao | On the Calibration of Human Pose Estimation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most 2D human pose estimation frameworks estimate keypoint confidence in an
ad-hoc manner, using heuristics such as the maximum value of heatmaps. The
confidence is part of the evaluation scheme, e.g., AP for the MSCOCO dataset,
yet has been largely overlooked in the development of state-of-the-art methods.
This pape... | [
{
"created": "Tue, 28 Nov 2023 09:31:09 GMT",
"version": "v1"
}
] | 2023-11-30 | [
[
"Gu",
"Kerui",
""
],
[
"Chen",
"Rongyu",
""
],
[
"Yao",
"Angela",
""
]
] | Most 2D human pose estimation frameworks estimate keypoint confidence in an ad-hoc manner, using heuristics such as the maximum value of heatmaps. The confidence is part of the evaluation scheme, e.g., AP for the MSCOCO dataset, yet has been largely overlooked in the development of state-of-the-art methods. This paper ... |
1509.03017 | EPTCS | Helle Hvid Hansen (Delft University of Technology, Delft, The
Netherlands), Clemens Kupke (University of Strathclyde, Glasgow, United
Kingdom) | Weak Completeness of Coalgebraic Dynamic Logics | In Proceedings FICS 2015, arXiv:1509.02826 | EPTCS 191, 2015, pp. 90-104 | 10.4204/EPTCS.191.9 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a coalgebraic generalisation of Fischer and Ladner's Propositional
Dynamic Logic (PDL) and Parikh's Game Logic (GL). In earlier work, we proved a
generic strong completeness result for coalgebraic dynamic logics without
iteration. The coalgebraic semantics of such programs is given by a monad T,
and modali... | [
{
"created": "Thu, 10 Sep 2015 05:32:04 GMT",
"version": "v1"
}
] | 2016-08-08 | [
[
"Hansen",
"Helle Hvid",
"",
"Delft University of Technology, Delft, The\n Netherlands"
],
[
"Kupke",
"Clemens",
"",
"University of Strathclyde, Glasgow, United\n Kingdom"
]
] | We present a coalgebraic generalisation of Fischer and Ladner's Propositional Dynamic Logic (PDL) and Parikh's Game Logic (GL). In earlier work, we proved a generic strong completeness result for coalgebraic dynamic logics without iteration. The coalgebraic semantics of such programs is given by a monad T, and modaliti... |
1803.05652 | Samson Zhou | Jeremiah Blocki, Venkata Gandikota, Elena Grigorescu, Samson Zhou | Relaxed Locally Correctable Codes in Computationally Bounded Channels | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Error-correcting codes that admit local decoding and correcting algorithms
have been the focus of much recent research due to their numerous theoretical
and practical applications. An important goal is to obtain the best possible
tradeoffs between the number of queries the algorithm makes to its oracle (the
locality ... | [
{
"created": "Thu, 15 Mar 2018 09:23:58 GMT",
"version": "v1"
},
{
"created": "Mon, 17 Sep 2018 20:45:49 GMT",
"version": "v2"
}
] | 2018-09-19 | [
[
"Blocki",
"Jeremiah",
""
],
[
"Gandikota",
"Venkata",
""
],
[
"Grigorescu",
"Elena",
""
],
[
"Zhou",
"Samson",
""
]
] | Error-correcting codes that admit local decoding and correcting algorithms have been the focus of much recent research due to their numerous theoretical and practical applications. An important goal is to obtain the best possible tradeoffs between the number of queries the algorithm makes to its oracle (the locality of... |
2310.04276 | Ilker Yildirim | Ilker Yildirim, L.A. Paul | From task structures to world models: What do LLMs know? | null | null | 10.1016/j.tics.2024.02.008 | null | cs.AI q-bio.NC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In what sense does a large language model have knowledge? The answer to this
question extends beyond the capabilities of a particular AI system, and
challenges our assumptions about the nature of knowledge and intelligence. We
answer by granting LLMs "instrumental knowledge"; knowledge defined by a
certain set of abi... | [
{
"created": "Fri, 6 Oct 2023 14:21:59 GMT",
"version": "v1"
}
] | 2024-04-02 | [
[
"Yildirim",
"Ilker",
""
],
[
"Paul",
"L. A.",
""
]
] | In what sense does a large language model have knowledge? The answer to this question extends beyond the capabilities of a particular AI system, and challenges our assumptions about the nature of knowledge and intelligence. We answer by granting LLMs "instrumental knowledge"; knowledge defined by a certain set of abili... |
2311.12176 | Meng-Che Chang | Meng-Che Chang and Matthieu R. Bloch | Covert Online Decision Making: From Sequential Hypothesis Testing to
Stochastic Bandits | null | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | We study the problem of covert online decision-making in which an agent
attempts to identify a parameter governing a system by probing the system while
escaping detection from an adversary. The system is modeled as a Markov kernel
whose input is controlled by the agent and whose two outputs are observed by
the agent ... | [
{
"created": "Mon, 20 Nov 2023 20:43:49 GMT",
"version": "v1"
}
] | 2023-11-22 | [
[
"Chang",
"Meng-Che",
""
],
[
"Bloch",
"Matthieu R.",
""
]
] | We study the problem of covert online decision-making in which an agent attempts to identify a parameter governing a system by probing the system while escaping detection from an adversary. The system is modeled as a Markov kernel whose input is controlled by the agent and whose two outputs are observed by the agent an... |
1709.05487 | Sreelekha S | Sreelekha S, Pushpak Bhattacharyya | Role of Morphology Injection in Statistical Machine Translation | 36 pages, 12 figures, 15 tables, Modified version Published in: ACM
Transactions on Asian and Low-Resource Language Information Processing
(TALLIP) TALLIP Homepage archive Volume 17 Issue 1, September 2017
Issue-in-Progress,Article No. 1 | ACM Transactions on Asian and Low-Resource Language Information
Processing (TALLIP), Volume 17 Issue 1, September 2017 Issue-in-Progress,
Article No. 1 | 10.1145/3129208 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Phrase-based Statistical models are more commonly used as they perform
optimally in terms of both, translation quality and complexity of the system.
Hindi and in general all Indian languages are morphologically richer than
English. Hence, even though Phrase-based systems perform very well for the less
divergent langu... | [
{
"created": "Sat, 16 Sep 2017 09:40:36 GMT",
"version": "v1"
}
] | 2017-09-19 | [
[
"S",
"Sreelekha",
""
],
[
"Bhattacharyya",
"Pushpak",
""
]
] | Phrase-based Statistical models are more commonly used as they perform optimally in terms of both, translation quality and complexity of the system. Hindi and in general all Indian languages are morphologically richer than English. Hence, even though Phrase-based systems perform very well for the less divergent languag... |
2306.02519 | Ted Sanders | Ari Allyn-Feuer and Ted Sanders | Transformative AGI by 2043 is <1% likely | 114 pages | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is a submission to the Open Philanthropy AI Worldviews Contest. In
it, we estimate the likelihood of transformative artificial general
intelligence (AGI) by 2043 and find it to be <1%.
Specifically, we argue:
The bar is high: AGI as defined by the contest - something like AI that can
perform nearly all... | [
{
"created": "Mon, 5 Jun 2023 00:58:51 GMT",
"version": "v1"
}
] | 2023-06-06 | [
[
"Allyn-Feuer",
"Ari",
""
],
[
"Sanders",
"Ted",
""
]
] | This paper is a submission to the Open Philanthropy AI Worldviews Contest. In it, we estimate the likelihood of transformative artificial general intelligence (AGI) by 2043 and find it to be <1%. Specifically, we argue: The bar is high: AGI as defined by the contest - something like AI that can perform nearly all valua... |
2405.14053 | Henri Alam | Henri Alam, Antonio de Domenico, Florian Kaltenberger, David
L\'opez-P\'erez | On the Role of Non-Terrestrial Networks for Boosting Terrestrial Network
Performance in Dynamic Traffic Scenarios | To be published in IEEE International Symposium on Personal, Indoor
and Mobile Radio Communications 2024 | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | Due to an ever-expansive network deployment, numerous questions are being
raised regarding the energy consumption of the mobile network. Recently,
Non-Terrestrial Networks (NTNs) have proven to be a useful, and complementary
solution to Terrestrial Networks (TN) to provide ubiquitous coverage. In this
paper, we consi... | [
{
"created": "Wed, 22 May 2024 22:49:54 GMT",
"version": "v1"
}
] | 2024-05-24 | [
[
"Alam",
"Henri",
""
],
[
"de Domenico",
"Antonio",
""
],
[
"Kaltenberger",
"Florian",
""
],
[
"López-Pérez",
"David",
""
]
] | Due to an ever-expansive network deployment, numerous questions are being raised regarding the energy consumption of the mobile network. Recently, Non-Terrestrial Networks (NTNs) have proven to be a useful, and complementary solution to Terrestrial Networks (TN) to provide ubiquitous coverage. In this paper, we conside... |
2202.08869 | Jesse Pisel | Jesse R. Pisel, Joshua A. Dierker, Sanya Srivastava, Samira B.
Ravilisetty, Michael J. Pyrcz | A recommender system for automatic picking of subsurface formation tops | 14 pages, 9 figures, 2 tables, 2 appendices | null | null | null | cs.IR | http://creativecommons.org/licenses/by-sa/4.0/ | Geoscience domain experts traditionally correlate formation tops in the
subsurface using geophysical well logs (known as well-log correlation) by-hand.
Based on individual well log interpretation and well-to-well comparisons, these
correlations are done in the context of depositional models within a
stratigraphic fra... | [
{
"created": "Thu, 17 Feb 2022 19:12:08 GMT",
"version": "v1"
}
] | 2022-02-21 | [
[
"Pisel",
"Jesse R.",
""
],
[
"Dierker",
"Joshua A.",
""
],
[
"Srivastava",
"Sanya",
""
],
[
"Ravilisetty",
"Samira B.",
""
],
[
"Pyrcz",
"Michael J.",
""
]
] | Geoscience domain experts traditionally correlate formation tops in the subsurface using geophysical well logs (known as well-log correlation) by-hand. Based on individual well log interpretation and well-to-well comparisons, these correlations are done in the context of depositional models within a stratigraphic frame... |
1910.04301 | Yueming Lyu | Yueming Lyu and Ivor W. Tsang | Black-box Optimizer with Implicit Natural Gradient | Black-box Optimization | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Black-box optimization is primarily important for many compute-intensive
applications, including reinforcement learning (RL), robot control, etc. This
paper presents a novel theoretical framework for black-box optimization, in
which our method performs stochastic update with the implicit natural gradient
of an expone... | [
{
"created": "Wed, 9 Oct 2019 23:34:36 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Feb 2020 23:22:51 GMT",
"version": "v2"
},
{
"created": "Wed, 9 Sep 2020 10:46:10 GMT",
"version": "v3"
}
] | 2020-09-10 | [
[
"Lyu",
"Yueming",
""
],
[
"Tsang",
"Ivor W.",
""
]
] | Black-box optimization is primarily important for many compute-intensive applications, including reinforcement learning (RL), robot control, etc. This paper presents a novel theoretical framework for black-box optimization, in which our method performs stochastic update with the implicit natural gradient of an exponent... |
2310.07756 | Yi Sui | Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi
Huang, Xiaochen Zhang, Maksims Volkovs | Self-supervised Representation Learning From Random Data Projectors | Published as a conference paper of ICLR 2024.
https://openreview.net/pdf?id=EpYnZpDpsQ | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Self-supervised representation learning~(SSRL) has advanced considerably by
exploiting the transformation invariance assumption under artificially designed
data augmentations. While augmentation-based SSRL algorithms push the
boundaries of performance in computer vision and natural language processing,
they are often... | [
{
"created": "Wed, 11 Oct 2023 18:00:01 GMT",
"version": "v1"
},
{
"created": "Wed, 20 Mar 2024 18:00:04 GMT",
"version": "v2"
}
] | 2024-03-22 | [
[
"Sui",
"Yi",
""
],
[
"Wu",
"Tongzi",
""
],
[
"Cresswell",
"Jesse C.",
""
],
[
"Wu",
"Ga",
""
],
[
"Stein",
"George",
""
],
[
"Huang",
"Xiao Shi",
""
],
[
"Zhang",
"Xiaochen",
""
],
[
"Volkovs",
... | Self-supervised representation learning~(SSRL) has advanced considerably by exploiting the transformation invariance assumption under artificially designed data augmentations. While augmentation-based SSRL algorithms push the boundaries of performance in computer vision and natural language processing, they are often n... |
2307.00079 | Channing Moore | R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey,
Aren Jansen, Manoj Plakal | Dataset balancing can hurt model performance | 5 pages, 3 figures, ICASSP 2023 | ICASSP 2023 - 2023 IEEE International Conference on Acoustics,
Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5 | 10.1109/ICASSP49357.2023.10095255 | null | cs.LG cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | Machine learning from training data with a skewed distribution of examples
per class can lead to models that favor performance on common classes at the
expense of performance on rare ones. AudioSet has a very wide range of priors
over its 527 sound event classes. Classification performance on AudioSet is
usually eval... | [
{
"created": "Fri, 30 Jun 2023 18:33:27 GMT",
"version": "v1"
}
] | 2023-07-04 | [
[
"Moore",
"R. Channing",
""
],
[
"Ellis",
"Daniel P. W.",
""
],
[
"Fonseca",
"Eduardo",
""
],
[
"Hershey",
"Shawn",
""
],
[
"Jansen",
"Aren",
""
],
[
"Plakal",
"Manoj",
""
]
] | Machine learning from training data with a skewed distribution of examples per class can lead to models that favor performance on common classes at the expense of performance on rare ones. AudioSet has a very wide range of priors over its 527 sound event classes. Classification performance on AudioSet is usually evalua... |
1109.2944 | Zhengdao Wang | Zhengdao Wang | Real Interference Alignment and Degrees of Freedom Region of Wireless X
Networks | 5 pages, 2 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a single hop wireless X network with $K$ transmitters and $J$
receivers, all with single antenna. Each transmitter conveys for each receiver
an independent message. The channel is assumed to have constant coefficients.
We develop interference alignment scheme for this setup and derived several
achievable ... | [
{
"created": "Tue, 13 Sep 2011 22:01:36 GMT",
"version": "v1"
}
] | 2011-09-15 | [
[
"Wang",
"Zhengdao",
""
]
] | We consider a single hop wireless X network with $K$ transmitters and $J$ receivers, all with single antenna. Each transmitter conveys for each receiver an independent message. The channel is assumed to have constant coefficients. We develop interference alignment scheme for this setup and derived several achievable de... |
1910.10384 | Mohammadjavad Salehi | MohammadJavad Salehi, Antti T\"olli, Seyed Pooya Shariatpanahi | A Multi-Antenna Coded Caching Scheme with Linear Subpacketization | 6 Pages | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Exponentially growing subpacketization is known to be a major issue for
practical implementation of coded caching, specially in networks with
multi-antenna communication setups. We provide a new coded caching scheme for
such networks, which requires linear subpacketization and is applicable to any
set of network para... | [
{
"created": "Wed, 23 Oct 2019 06:51:58 GMT",
"version": "v1"
},
{
"created": "Tue, 29 Oct 2019 10:38:36 GMT",
"version": "v2"
}
] | 2019-10-30 | [
[
"Salehi",
"MohammadJavad",
""
],
[
"Tölli",
"Antti",
""
],
[
"Shariatpanahi",
"Seyed Pooya",
""
]
] | Exponentially growing subpacketization is known to be a major issue for practical implementation of coded caching, specially in networks with multi-antenna communication setups. We provide a new coded caching scheme for such networks, which requires linear subpacketization and is applicable to any set of network parame... |
2105.14874 | Zhou Yang | Zhou Yang, Muhammad Hilmi Asyrofi and David Lo | BiasRV: Uncovering Biased Sentiment Predictions at Runtime | Accepted to appear in the Demonstrations track of the ESEC/FSE 2021 | null | 10.1145/3468264.3473117 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sentiment analysis (SA) systems, though widely applied in many domains, have
been demonstrated to produce biased results. Some research works have been done
in automatically generating test cases to reveal unfairness in SA systems, but
the community still lacks tools that can monitor and uncover biased predictions
at... | [
{
"created": "Mon, 31 May 2021 10:55:29 GMT",
"version": "v1"
},
{
"created": "Sat, 26 Jun 2021 08:30:12 GMT",
"version": "v2"
}
] | 2022-01-06 | [
[
"Yang",
"Zhou",
""
],
[
"Asyrofi",
"Muhammad Hilmi",
""
],
[
"Lo",
"David",
""
]
] | Sentiment analysis (SA) systems, though widely applied in many domains, have been demonstrated to produce biased results. Some research works have been done in automatically generating test cases to reveal unfairness in SA systems, but the community still lacks tools that can monitor and uncover biased predictions at r... |
2402.11487 | Tanzila Rahman | Tanzila Rahman, Shweta Mahajan, Hsin-Ying Lee, Jian Ren, Sergey
Tulyakov, Leonid Sigal | Visual Concept-driven Image Generation with Text-to-Image Diffusion
Model | 11 Figures, 14 Pages, 2 tables | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Text-to-image (TTI) diffusion models have demonstrated impressive results in
generating high-resolution images of complex and imaginative scenes. Recent
approaches have further extended these methods with personalization techniques
that allow them to integrate user-illustrated concepts (e.g., the user
him/herself) us... | [
{
"created": "Sun, 18 Feb 2024 07:28:37 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jul 2024 01:47:16 GMT",
"version": "v2"
}
] | 2024-07-18 | [
[
"Rahman",
"Tanzila",
""
],
[
"Mahajan",
"Shweta",
""
],
[
"Lee",
"Hsin-Ying",
""
],
[
"Ren",
"Jian",
""
],
[
"Tulyakov",
"Sergey",
""
],
[
"Sigal",
"Leonid",
""
]
] | Text-to-image (TTI) diffusion models have demonstrated impressive results in generating high-resolution images of complex and imaginative scenes. Recent approaches have further extended these methods with personalization techniques that allow them to integrate user-illustrated concepts (e.g., the user him/herself) usin... |
2402.17169 | Fabio Miranda | Kazi Shahrukh Omar, Gustavo Moreira, Daniel Hodczak, Maryam Hosseini,
Nicola Colaninno, Marcos Lage, Fabio Miranda | Deep Umbra: A Generative Approach for Sunlight Access Computation in
Urban Spaces | Accepted at IEEE Transactions on Big Data. Deep Umbra is available at
https://urbantk.org/shadows | null | 10.1109/TBDATA.2024.3382964 | null | cs.CV cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sunlight and shadow play critical roles in how urban spaces are utilized,
thrive, and grow. While access to sunlight is essential to the success of urban
environments, shadows can provide shaded places to stay during the hot seasons,
mitigate heat island effect, and increase pedestrian comfort levels. Properly
quanti... | [
{
"created": "Tue, 27 Feb 2024 03:05:05 GMT",
"version": "v1"
}
] | 2024-07-02 | [
[
"Omar",
"Kazi Shahrukh",
""
],
[
"Moreira",
"Gustavo",
""
],
[
"Hodczak",
"Daniel",
""
],
[
"Hosseini",
"Maryam",
""
],
[
"Colaninno",
"Nicola",
""
],
[
"Lage",
"Marcos",
""
],
[
"Miranda",
"Fabio",
""
]
... | Sunlight and shadow play critical roles in how urban spaces are utilized, thrive, and grow. While access to sunlight is essential to the success of urban environments, shadows can provide shaded places to stay during the hot seasons, mitigate heat island effect, and increase pedestrian comfort levels. Properly quantify... |
2206.03388 | Paulo Rezeck | Paulo Rezeck and Luiz Chaimowicz | Chemistry-Inspired Pattern Formation with Robotic Swarms | Submitted to IEEE RA-L/IROS 2022 | IEEE Robotics and Automation Letters (2022) | 10.1109/LRA.2022.3190638 | 21951131 | cs.RO | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Self-organized emergent patterns can be widely seen in particle interactions
producing complex structures such as chemical elements and molecules. Inspired
by these interactions, this work presents a novel stochastic approach that
allows a swarm of heterogeneous robots to create emergent patterns in a
completely dece... | [
{
"created": "Tue, 7 Jun 2022 15:31:29 GMT",
"version": "v1"
}
] | 2022-09-01 | [
[
"Rezeck",
"Paulo",
""
],
[
"Chaimowicz",
"Luiz",
""
]
] | Self-organized emergent patterns can be widely seen in particle interactions producing complex structures such as chemical elements and molecules. Inspired by these interactions, this work presents a novel stochastic approach that allows a swarm of heterogeneous robots to create emergent patterns in a completely decent... |
1909.10266 | Felix Hamborg | Felix Hamborg, Philipp Meschenmoser, Moritz Schubotz, Bela Gipp | NewsDeps: Visualizing the Origin of Information in News Articles | null | null | null | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | In scientific publications, citations allow readers to assess the
authenticity of the presented information and verify it in the original
context. News articles, however, do not contain citations and only rarely refer
readers to further sources. Readers often cannot assess the authenticity of the
presented informatio... | [
{
"created": "Mon, 23 Sep 2019 10:25:24 GMT",
"version": "v1"
}
] | 2019-09-27 | [
[
"Hamborg",
"Felix",
""
],
[
"Meschenmoser",
"Philipp",
""
],
[
"Schubotz",
"Moritz",
""
],
[
"Gipp",
"Bela",
""
]
] | In scientific publications, citations allow readers to assess the authenticity of the presented information and verify it in the original context. News articles, however, do not contain citations and only rarely refer readers to further sources. Readers often cannot assess the authenticity of the presented information ... |
2405.18085 | Micha{\l} Czuba Mr | Micha{\l} Czuba, Mateusz Nurek, Damian Serwata, Yu-Xuan Qiu, Mingshan
Jia, Katarzyna Musial, Rados{\l}aw Michalski, Piotr Br\'odka | Network Diffusion -- Framework to Simulate Spreading Processes in
Complex Networks | To be published in: Big Data Mining and Analytics
(https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8254253) | null | 10.26599/BDMA.2024.9020010 | null | cs.SI cs.MA cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | With the advancement of computational network science, its research scope has
significantly expanded beyond static graphs to encompass more complex
structures. The introduction of streaming, temporal, multilayer, and
hypernetwork approaches has brought new possibilities and imposed additional
requirements. For instan... | [
{
"created": "Tue, 28 May 2024 11:46:18 GMT",
"version": "v1"
}
] | 2024-05-29 | [
[
"Czuba",
"Michał",
""
],
[
"Nurek",
"Mateusz",
""
],
[
"Serwata",
"Damian",
""
],
[
"Qiu",
"Yu-Xuan",
""
],
[
"Jia",
"Mingshan",
""
],
[
"Musial",
"Katarzyna",
""
],
[
"Michalski",
"Radosław",
""
],
[
... | With the advancement of computational network science, its research scope has significantly expanded beyond static graphs to encompass more complex structures. The introduction of streaming, temporal, multilayer, and hypernetwork approaches has brought new possibilities and imposed additional requirements. For instance... |
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