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arXiv:1611.04732v1 [math.AC] 15 Nov 2016 BETTI NUMBERS OF CERTAIN SUM IDEALS JOYDIP SAHA, INDRANATH SENGUPTA, AND GAURAB TRIPATHI A BSTRACT. In this paper we compute the Betti numbers for ideals of the form I1 (XY ) + J, where X and Y are matrices and J is the ideal generated by the 2 × 2 minors of the matrix consisti...
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arXiv:1711.07737v1 [math.GT] 21 Nov 2017 SUPERRIGIDITY OF ACTIONS ON FINITE RANK MEDIAN SPACES ELIA FIORAVANTI Abstract. Finite rank median spaces are a simultaneous generalisation of finite dimensional CAT(0) cube complexes and real trees. If Γ is an irreducible lattice in a product of rank one simple Lie groups, we ...
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Massive MIMO Performance Comparison of Beamforming and Multiplexing in the Terahertz Band Sayed Amir Hoseini∗† , Ming Ding† and Mahbub Hassan∗† arXiv:1710.09031v2 [cs.IT] 26 Oct 2017 ∗ School of Computer Science and Engineering, University of New South Wales, Sydney, Australia † Data61, CSIRO, Sydney, Australia Emai...
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An Emptiness Algorithm for Regular Types with Set Operators arXiv:cs/9811015v1 [cs.LO] 11 Nov 1998 Lunjin Lu and John G. Cleary Department of Computer Science University of Waikato Hamilton, New Zealand Phone: +64-838-4627/4378 {lunjin,jcleary}@cs.waikato.ac.nz Abstract. An algorithm to decide the emptiness of a reg...
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1 A Study of the Allan Variance for Constant-Mean Non-Stationary Processes arXiv:1702.07795v3 [math.ST] 22 Jun 2017 Haotian Xu, Stéphane Guerrier, Roberto Molinari & Yuming Zhang Abstract—The Allan Variance (AV) is a widely used quantity in areas focusing on error measurement as well as in the general analysis of ...
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ACCEPTED BY IEEE TRANSACTIONS ON CYBERNETICS 1 Learning Domain-Invariant Subspace using Domain Features and Independence Maximization arXiv:1603.04535v2 [cs.CV] 22 Jun 2017 Ke Yan, Lu Kou, and David Zhang, Fellow, IEEE Abstract—Domain adaptation algorithms are useful when the distributions of the training and the ...
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, SUBMITTED 1 Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers arXiv:1708.00146v2 [cs.LG] 23 Sep 2017 Quanming Yao, Member IEEE, James T. Kwok, Fellow IEEE, Taifeng Wang, Member IEEE, and Tie-Yan Liu, Fellow IEEE Abstract—Low-rank modelin...
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When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition arXiv:1709.06532v1 [cs.CV] 19 Sep 2017 Xiang Xu, Pengfei Dou, Ha A. Le, Ioannis A. Kakadiaris∗ Computational Biomedicine Lab University of Houston 4800 Calhoun Rd. Houston, TX, USA Abstract Most of the face re...
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arXiv:1611.05067v1 [math.AC] 15 Nov 2016 On S-coherence Driss Bennis1,a and Mohammed El Hajoui1,b 1. Department of Mathematics, Laboratory of Analysis, Algebra and Decision Support, Faculty of Sciences, B.P. 1014, Mohammed V University in Rabat, Rabat, Morocco a. d.bennis@fsr.ac.ma; driss bennis@hotmail.com b. hajoui4...
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Fast construction of efficient composite likelihood arXiv:1709.03234v1 [math.ST] 11 Sep 2017 equations Zhendong Huang and Davide Ferrari ∗ School of Mathematics and Statistics, The University of Melbourne Abstract Growth in both size and complexity of modern data challenges the applicability of traditional likeliho...
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Noname manuscript No. (will be inserted by the editor) Identifying Hazardousness of Sewer-Pipeline Gas-Mixture using Classification Methods A Comparative Study arXiv:1707.00561v1 [cs.NE] 16 May 2017 Varun Kumar Ojha · Parmartha Dutta · Atal Chaudhuri Received: date / Accepted: date Abstract In this work, we formul...
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The Generic Model of Computation Nachum Dershowitz School of Computer Science Tel Aviv University Tel Aviv, Israel nachum.dershowitz@cs.tau.ac.il Over the past two decades, Yuri Gurevich and his colleagues have formulated axiomatic foundations for the notion of algorithm, be it classical, interactive, or parallel, and...
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Commonsense L OCATED N EAR Relation Extraction arXiv:1711.04204v2 [cs.CL] 16 Nov 2017 Frank F. Xu∗, Bill Y. Lin∗ and Kenny Q. Zhu {frankxu, yuchenlin}@sjtu.edu.cn, kzhu@cs.sjtu.edu.cn Department of Computer Science and Engineering Shanghai Jiao Tong University, Shanghai, China 1 Introduction Artificial Intelligent...
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Continuous-time GARCH process driven by semi-Lévy process arXiv:1803.00733v1 [math.ST] 2 Mar 2018 M. Mohammadi ∗ S. Rezakhah∗ N. Modarresi† March 5, 2018 Abstract In this paper we study the simple semi-Lévy driven continuous-time generalized autoregressive conditionally heteroscedastic (SS-COGARCH) process. The...
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AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition Chun Yang† , Xu-Cheng Yin†∗ , Zejun Li† , Jianwei Wu† , arXiv:1710.03425v1 [cs.CV] 10 Oct 2017 † Chunchao Guo‡ , Hongfa Wang‡ , and Lei Xiao‡ Department of Computer Science and Technology, University of Science and Technology Beijing, Beij...
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Yang et al. BMC Systems Biology 2014, 8(Suppl 4):S7 http://www.biomedcentral.com/1752-0509/8/S4/S7 RESEARCH Open Access Microbial community pattern detection in human body habitats via ensemble clustering framework Peng Yang1, Xiaoquan Su2, Le Ou-Yang3, Hon-Nian Chua1, Xiao-Li Li1, Kang Ning2* From Asia Pacific Bioi...
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Dynamic Loop Parallelisation Adrian Jackson∗ and Orestis Agathokleous∗ ∗ EPCC, arXiv:1205.2367v1 [cs.PL] 10 May 2012 The University of Edinburgh, Kings Buildings, Mayfield Road, Edinburgh, EH9 3JZ, UK Abstract—Regions of nested loops are a common feature of High Performance Computing (HPC) codes. In shared memory pr...
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Avoiding Your Teacher’s Mistakes: Training Neural Networks with Controlled Weak Supervision Mostafa Dehghani1 Aliaksei Severyn2 Sascha Rothe2 Jaap Kamps1 1 University of Amsterdam 2 Google Research dehghani@uva.nl, severyn@google.com, rothe@google.com, kamps@uva.nl arXiv:1711.00313v2 [cs.LG] 7 Dec 2017 Abstract ...
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Machine Learning Application in the Life Time of Materials Xiaojiao Yu Abstract: Materials design and development typically takes several decades from the initial discovery to commercialization with the traditional trial and error development approach. With the accumulation of data from both experimental and computatio...
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SELF-LEARNING TO DETECT AND SEGMENT CYSTS IN LUNG CT IMAGES WITHOUT MANUAL ANNOTATION Ling Zhang1 , Vissagan Gopalakrishnan2 , Le Lu1 , Ronald M. Summers1 , Joel Moss2 , Jianhua Yao1 arXiv:1801.08486v1 [cs.CV] 25 Jan 2018 1 Radiology and Imaging Sciences Department, 2 Cardiovascular and Pulmonary Branch, NHLBI, Nati...
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arXiv:1801.07743v1 [cs.IR] 23 Jan 2018 Entity Retrieval and Text Mining for Online Reputation Monitoring Pedro dos Santos Saleiro da Cruz Departamento de Engenharia Informática Faculdade de Engenharia da Universidade do Porto In partial fulfillment of requirements for the degree of Doctor in Informatics Engineering ...
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International Journal of Computing and Business Research (IJCBR) ISSN (Online) : 2229-6166 Volume 3 Issue 3 September 2012 TIME EFFICIENT APPROACH TO OFFLINE HAND WRITTEN CHARACTER RECOGNITION USING ASSOCIATIVE MEMORY NET Tirtharaj Dash B.Tech Final Year Student, Department of Information Technology National Institute...
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arXiv:1512.03987v3 [math.ST] 8 Oct 2016 On the Finite-Sample Analysis of Θ-estimators Yiyuan She Department of Statistics Florida State University, Tallahassee, FL 32306 Abstract In large-scale modern data analysis, first-order optimization methods are usually favored to obtain sparse estimators in high dimensions. T...
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arXiv:1709.07708v1 [math.GR] 22 Sep 2017 COMPATIBLE ACTIONS AND NON-ABELIAN TENSOR PRODUCTS VALERIY G. BARDAKOV AND MIKHAIL V. NESHCHADIM Abstract. For a pair of groups G, H we study pairs of actions G on H and H on G such that these pairs are compatible and non-abelian tensor products G ⊗ H are defined. 1. Introduct...
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Spanning Tree Congestion and Computation of Generalized Győri-Lovász Partition L. Sunil Chandran arXiv:1802.07632v1 [cs.DS] 21 Feb 2018 1 ?1 , Yun Kuen Cheung ??2 , and Davis Issac2 Department of Computer Science and Automation, Indian Institute of Science, India. sunil@csa.iisc.ernet.in 2 Max Planck Institute...
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arXiv:1711.08848v2 [cs.CV] 29 Nov 2017 Real-Time Seamless Single Shot 6D Object Pose Prediction Bugra Tekin EPFL Sudipta N. Sinha Microsoft Research Pascal Fua EPFL bugra.tekin@epfl.ch sudipta.sinha@microsoft.com pascal.fua@epfl.ch Abstract detection pipeline made of one CNN to coarsely segment the object and a...
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Deep Residual Text Detection Network for Scene Text Xiangyu Zhu, Yingying Jiang, Shuli Yang, Xiaobing Wang, Wei Li, Pei Fu, Hua Wang and Zhenbo Luo Machine Learning Lab Samsung R&D Institute of China, Beijing Beijing, China {xiangyu.zhu, yy.jiang} @samsung.com Abstract—Scene text detection is a challenging problem in c...
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Fiducial, confidence and objective Bayesian posterior distributions for a multidimensional parameter arXiv:1612.01882v1 [math.ST] 6 Dec 2016 Piero Veronese and Eugenio Melilli Bocconi University, Milano, Italy Abstract We propose a way to construct fiducial distributions for a multidimensional parameter using a step...
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Source Forager: A Search Engine for Similar Source Code Vineeth Kashyap∗, David Bingham Brown† , Ben Liblit† , David Melski∗ , and Thomas Reps∗† ∗ GrammaTech, arXiv:1706.02769v1 [cs.SE] 8 Jun 2017 Inc., Ithaca, New York, USA Email: {vkashyap,melski}@grammatech.com † University of Wisconsin–Madison, USA Email: {bingha...
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This is a pre-print of the conference paper accepted at the IEEE Winter Conference on Applications of Computer Vision (WACV) 2018. Towards Robust Deep Neural Networks with BANG Andras Rozsa, Manuel Günther, and Terrance E. Boult Vision and Security Technology (VAST) Lab University of Colorado, Colorado Springs, USA ...
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Neural Domain Adaptation for Biomedical Question Answering Georg Wiese1,2 , Dirk Weissenborn2 and Mariana Neves1 1 Hasso Plattner Institute, August Bebel Strasse 88, Potsdam 14482 Germany 2 Language Technology Lab, DFKI, Alt-Moabit 91c, Berlin, Germany georg.wiese@student.hpi.de, dirk.weissenborn@dfki.de, mariana.neves...
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1 Uncertainty Marginal Price, Transmission Reserve, and Day-ahead Market Clearing with Robust Unit Commitment arXiv:1507.01540v3 [math.OC] 2 Aug 2016 Hongxing Ye, Member, IEEE, Yinyin Ge, Mohammad Shahidehpour, Fellow, IEEE, Zuyi Li, Senior Member, IEEE Abstract—The increasing penetration of renewable energy in rece...
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QUIVER MUTATIONS AND BOOLEAN REFLECTION MONOIDS arXiv:1711.09995v3 [math.RA] 21 Feb 2018 BING DUAN, JIAN-RONG LI, AND YAN-FENG LUO Abstract. In 2010, Everitt and Fountain introduced the concept of reflection monoids. The Boolean reflection monoids form a family of reflection monoids (symmetric inverse semigroups are...
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arXiv:1709.02152v1 [math.GR] 7 Sep 2017 THE CONJUGACY RATIO OF GROUPS LAURA CIOBANU, CHARLES GARNET COX, AND ARMANDO MARTINO Abstract. In this paper we introduce and study the conjugacy ratio of a finitely generated group, which is the limit at infinity of the quotient of the conjugacy and standard growth functions. W...
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1 Complex Systems Science meets 5G and IoT Nicola Marchetti, Irene Macaluso, Nicholas Kaminski, Merim Dzaferagic, M. Majid Butt, Marco Ruffini, Saul Friedner, Julie Bradford, Andrea Zanella, arXiv:1710.11548v1 [cs.NI] 31 Oct 2017 Michele Zorzi, and Linda Doyle Abstract We propose a new paradigm for telecommunicatio...
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Analysis of Unprotected Intersection Left-Turn Conflicts based on Naturalistic Driving Data arXiv:1702.00135v2 [cs.SY] 3 Apr 2017 Xinpeng Wang1 , Ding Zhao2 , Huei Peng3 and David J. LeBlanc2 Abstract— Analyzing and reconstructing driving scenarios is crucial for testing and evaluating highly automated vehicles (HAVs...
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A Revised Incremental Conductance MPPT Algorithm for Solar PV Generation Systems Meng Yue and Xiaoyu Wang Sustainable Energy Technologies Department Brookhaven National Laboratory Upton, NY 11973, USA yuemeng@bnl.gov, xywang@bnl.gov Abstract—A revised Incremental Conductance (IncCond) maximum power point tracking (MPPT...
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Focus: Querying Large Video Datasets with Low Latency and Low Cost Kevin Hsieh†§ Ganesh Ananthanarayanan§ Peter Bodik§ Paramvir Bahl§ Matthai Philipose§ Phillip B. Gibbons† Onur Mutlu∗† † Carnegie Mellon University § Microsoft ∗ ETH Zürich Focus-Opt-Query Focus-Balance Query-all Large volumes of videos are continuous...
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arXiv:1605.03662v2 [math.ST] 21 Jan 2018 Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates Zhuang Ma and Xiaodong Li Abstract Canonical correlation analysis (CCA) is a fundamental statistical tool for exploring the correlation structure between two sets of random variables....
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Using​ ​Deep​ ​Convolutional​ ​Networks​ ​for Gesture​ ​Recognition​ ​in​ ​American​ ​Sign​ ​Language Vivek​ ​Bheda​​ ​and​​ ​N.​ ​Dianna​ ​Radpour Department​ ​of​ ​Computer​ ​Science,​ ​Department​ ​of​ ​Linguistics State​ ​University​ ​of​ ​New​ ​York​ ​at​ ​Buffalo {vivekkan,​ ​diannara}@buffalo.edu Abstract In t...
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1 arXiv:1705.10091v1 [cs.IT] 29 May 2017 Rate (n − 1)/n Systematic MDS Convolutional Codes over GF(2m) Ángela Barbero Universidad de Valladolid 47011 Valladolid, Spain Email: angbar@wmatem.eis.uva.es Øyvind Ytrehus Simula@UiB and University of Bergen N-5020 Bergen, Norway Email: oyvindy@simula.no Abstract A systema...
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FUSION SYSTEMS WITH SOME SPORADIC J-COMPONENTS arXiv:1605.04615v3 [math.GR] 7 Jun 2017 JUSTIN LYND AND JULIANNE RAINBOLT Abstract. Aschbacher’s program for the classification of simple fusion systems of “odd” type at the prime 2 has two main stages: the classification of 2-fusion systems of subintrinsic component typ...
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Prediction with a Short Memory arXiv:1612.02526v3 [cs.LG] 9 Nov 2017 Sham Kakade University of Washington sham@cs.washington.edu Percy Liang Stanford University pliang@cs.stanford.edu Vatsal Sharan Stanford University vsharan@stanford.edu Gregory Valiant Stanford University valiant@stanford.edu Abstract We consid...
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An Optimal Algorithm for Range Search on Multidimensional Points T.Hema ∗and K.S. Easwarakumar† Department of Computer Science & Engineering Anna University, Chennai 600 025, INDIA. arXiv:1607.00208v1 [cs.CG] 1 Jul 2016 Abstract This paper proposes an efficient and novel method to address range search on multidimensi...
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Slow links, fast links, and the cost of gossip arXiv:1611.06343v2 [cs.DC] 14 Dec 2017 Suman Sourav National University of Singapore sourav@comp.nus.edu.sg Peter Robinson Royal Holloway, University of London peter.robinson@rhul.ac.uk Seth Gilbert National University of Singapore seth.gilbert@comp.nus.edu.sg Abstrac...
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Cooperative control of multi-agent systems to locate source of an odor arXiv:1711.03819v1 [cs.SY] 10 Nov 2017 Abhinav Sinha, Rishemjit Kaur, Ritesh Kumar and Amol P. Bhondekar Abstract—This work targets the problem of odor source localization by multi-agent systems. A hierarchical cooperative control has been put fo...
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Coresets for Dependency Networks Alejandro Molina FIRST. LAST @ TU - DORTMUND . DE CS Department TU Dortmund, Germany Alexander Munteanu FIRST. LAST @ TU - DORTMUND . DE arXiv:1710.03285v2 [cs.AI] 16 Oct 2017 CS Department TU Dortmund, Germany Kristian Kersting LAST @ CS . TU - DARMSTADT. DE CS Dept. and Centr...
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PROC. OF THE 6th EUR. CONF. ON PYTHON IN SCIENCE (EUROSCIPY 2013) 15 CATOS: Computer Aided Training/Observing System Jinook Oh∗† arXiv:1404.6384v1 [cs.CE] 25 Apr 2014 F Abstract—In animal behavioral biology, there are several cases in which an autonomous observing/training system would be useful. 1) Observation of...
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Graphical Nonconvex Optimization for Optimal Estimation in Gaussian Graphical Models Qiang Sun⇤, Kean Ming Tan†, Han Liu‡ and Tong Zhang§ arXiv:1706.01158v1 [stat.ML] 4 Jun 2017 Abstract We consider the problem of learning high-dimensional Gaussian graphical models. The graphical lasso is one of the most popular meth...
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arXiv:1802.02368v1 [math.ST] 7 Feb 2018 Group kernels for Gaussian process metamodels with categorical inputs O. Roustant1 , E. Padonou1 , Y. Deville2 , A. Clément3 , G. Perrin4 , J. Giorla4 , and H. Wynn5 1 Mines Saint-Étienne, UMR CNRS 6158, LIMOS, F–42023 Saint-Étienne, France 2 3 AlpeStat, Chambéry, France ...
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MAY 2017 1 A Survey on Trapping Sets and Stopping Sets arXiv:1705.05996v1 [cs.IT] 17 May 2017 Aiden Price and Joanne Hall, Member, IEEE. Abstract—LDPC codes are used in many applications, however, their error correcting capabilities are limited by the presence of stopping sets and trappins sets. Trappins sets and ...
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arXiv:1705.09058v1 [cs.AI] 25 May 2017 An Empirical Analysis of Approximation Algorithms for the Euclidean Traveling Salesman Problem Yihui He Xi’an Jiaotong University Xi’an, China Ming Xiang Xi’an Jiaotong University Xi’an China heyihui@stu.xjtu.edu.cn mxiang@mail.xjtu.edu.cn Abstract space, and the cost functi...
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arXiv:1705.08738v1 [cs.CE] 24 May 2017 Doppler Synthetic Aperture Radar Interferometry: A Novel SAR Interferometry for Height Mapping using Ultra-Narrowband Waveforms Birsen Yazıcı1,∗ , Il-Young Son1 and H. Cagri Yanik 1 Department of Electrical and Computer Systems Engineering, Rensselaer Polytechnic Institute, Troy...
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Séminaire BOURBAKI 69ème année, 2016-2017, no 1125 Janvier 2017 ISOMORPHISMES DE GRAPHES EN TEMPS QUASI-POLYNOMIAL [d’après Babai et Luks, Weisfeiler-Leman, . . .] arXiv:1701.04372v2 [math.GR] 12 Oct 2017 par Harald Andrés HELFGOTT Résumé : Soient donnés deux graphes Γ1 , Γ2 à n sommets. Sont-ils isomorph...
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Modified Recursive Cholesky (Rchol) Algorithm arXiv:1703.05904v1 [math.AC] 17 Mar 2017 An Explicit Estimation and Pseudo-inverse of Correlation Matrices Vanita Pawar Krishna Naik Karamtot vanita phdee12@diat.ac.in krishnanaik@diat.ac.in Abstract—The Cholesky decomposition plays an important role in finding the in...
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arXiv:1605.01298v1 [math.AC] 4 May 2016 THE EUCLIDEAN CRITERION FOR IRREDUCIBLES PETE L. CLARK Abstract. We recast Euclid’s proof of the infinitude of prime numbers as a Euclidean Criterion for a domain to have infinitely many atoms. We make connections with Furstenberg’s “topological” proof of the infinitude of prime...
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1 Sufficient Conditions for the Tightness of Shannon’s Capacity Bounds for Two-Way Channels Jian-Jia Weng† , Lin Song‡, Fady Alajaji† , and Tamás Linder† arXiv:1801.03163v1 [cs.IT] 9 Jan 2018 Abstract—New sufficient conditions for determining in closed form the capacity region of point-to-point memoryless two-way c...
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On κ-reducibility of pseudovarieties of the form V ∗ D J. C. Costa C. Nogueira M. L. Teixeira arXiv:1602.03020v1 [math.GR] 9 Feb 2016 February 8, 2016 Abstract This paper deals with the reducibility property of semidirect products of the form V ∗ D relatively to graph equation systems, where D denotes the pseudova...
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arXiv:1403.4349v1 [math.AC] 18 Mar 2014 LINEARLY RELATED POLYOMINOES VIVIANA ENE, JÜRGEN HERZOG, TAKAYUKI HIBI Abstract. We classify all convex polyomino ideals which are linearly related or have a linear resolution. Convex stack polyominoes whose ideals are extremal Gorenstein are also classified. In addition, we ch...
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A Class of MSR Codes for Clustered Distributed Storage Jy-yong Sohn, Beongjun Choi and Jaekyun Moon arXiv:1801.02014v1 [cs.IT] 6 Jan 2018 KAIST School of Electrical Engineering Email: {jysohn1108, bbzang10}@kaist.ac.kr, jmoon@kaist.edu Abstract—Clustered distributed storage models real data centers where intra- and ...
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arXiv:1604.08860v4 [cs.DS] 25 Nov 2016 Designing optimal- and fast-on-average pattern matching algorithms Gilles Didier and Laurent Tichit Aix-Marseille Université, CNRS, Centrale Marseille, I2M UMR7373, Marseille, France E-mail: {gilles.didier,_laurent.tichit}@univ-_amu.fr March 26, 2018 Abstract Given a pattern w ...
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Intrinsic Point of Interest Discovery from Trajectory Data Matthew Piekenbrock Derek Doran Dept. of Computer Science & Engineering Kno.e.sis Research Center Wright State University, Dayton, OH, USA piekenbrock.5@wright.edu Dept. of Computer Science & Engineering Kno.e.sis Research Center Wright State University, Day...
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Critical Parameters in Particle Swarm Optimisation arXiv:1511.06248v1 [cs.NE] 19 Nov 2015 J. Michael Herrmann∗, Adam Erskine, Thomas Joyce Institute for Perception, Action and Behaviour School of Informatics, The University of Edinburgh 10 Crichton St, Edinburgh EH8 9AB, Scotland, U.K. Abstract Particle swarm optimi...
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1 On the detection of low rank matrices in the high-dimensional regime. Antoine Chevreuil and Philippe Loubaton Gaspard Monge Computer Science Laboratory (LIGM) - UMR 8049 CNRS Université de Paris-Est/Marne-la-Vallée 5 Bd. Descartes 77454 Marne-la-Vallée (France) arXiv:1804.04851v1 [eess.SP] 13 Apr 2018 Abstract ...
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Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection Aaron Tuor,1 Ryan Baerwolf,2 Nicolas Knowles,2 Brian Hutchinson,1,2 Nicole Nichols1 and Robert Jasper1 1 Pacific Northwest National Laboratory Richland, Washington 2 Western Washington University Bellingham, Washington Ab...
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IEEE SIGNAL PROCESSING LETTERS 1 Look Wider to Match Image Patches with Convolutional Neural Networks arXiv:1709.06248v1 [cs.CV] 19 Sep 2017 Haesol Park, and Kyoung Mu Lee Abstract—When a human matches two images, the viewer has a natural tendency to view the wide area around the target pixel to obtain clues of ri...
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On the asymptotic structure of Brownian motions with a small lead-lag effect arXiv:1601.03614v2 [math.ST] 8 Apr 2018 Yuta Koike∗†‡ April 10, 2018 Abstract This paper considers two Brownian motions in a situation where one is correlated to the other with a slight delay. We study the problem of estimating the time lag...
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Robust Estimation via Robust Gradient Estimation arXiv:1802.06485v1 [stat.ML] 19 Feb 2018 Adarsh Prasad‡ Arun Sai Suggala‡ Sivaraman Balakrishnan† Pradeep Ravikumar‡ Machine Learning Department‡ Department of Statistics† Carnegie Mellon University, Pittsburgh, PA 15213. Abstract We provide a new computationally-e...
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(Quasi)Periodicity Quantification in Video Data, Using Topology arXiv:1704.08382v2 [cs.CV] 21 Jan 2018 Christopher J. Tralie† and Jose A. Perea* ∗ † January 23, 2018 Abstract This work introduces a novel framework for quantifying the presence and strength of recurrent dynamics in video data. Specifically, we provi...
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arXiv:1802.04834v1 [cs.LG] 13 Feb 2018 Challenging Images For Minds and Machines Amir Rosenfeld, John K. Tsotsos Department of Electrical Engineering and Computer Science York University, Toronto, ON, Canada amir@eecs.yorku.ca,tsotsos@cse.yorku.ca February 15, 2018 Abstract There is no denying the tremendous leap in t...
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Some Theory for Ordinal Embedding arXiv:1501.02861v2 [math.ST] 4 May 2016 Ery Arias-Castro∗ Abstract Motivated by recent work on ordinal embedding (Kleindessner and von Luxburg, 2014), we derive large sample consistency results and rates of convergence for the problem of embedding points based on triple or quadruple...
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A Framework for Datatype Transformation Jan Kort 1 and Ralf Lämmel 2,3 1 Universiteit van Amsterdam voor Wiskunde en Informatica 3 Vrije Universiteit van Amsterdam arXiv:cs/0204018v3 [cs.PL] 24 Feb 2003 2 Centrum Abstract We study one dimension in program evolution, namely the evolution of the datatype declaration...
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On the Capacity of a Class of Signal-Dependent Noise Channels Hamid Ghourchian, Gholamali Aminian, Amin Gohari, Mahtab Mirmohseni, and Masoumeh Nasiri-Kenari, arXiv:1702.03590v2 [cs.IT] 2 Jun 2017 Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran. E-mails: {h ghourchian, aminian}@ee....
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Stochastic bandits robust to adversarial corruptions arXiv:1803.09353v1 [cs.LG] 25 Mar 2018 Thodoris Lykouris∗ Vahab Mirrokni† Renato Paes Leme‡ Abstract We introduce a new model of stochastic bandits with adversarial corruptions which aims to capture settings where most of the input follows a stochastic pattern b...
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Representation Learning and Recovery in the ReLU Model arXiv:1803.04304v1 [stat.ML] 12 Mar 2018 Arya Mazumdar1 and Ankit Singh Rawat1,2 1 College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA 01003, USA. 2 Research Laboratory of Electronics, MIT, Cambridge, MA 02139, USA. E-m...
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CHUDNOVSKY’S CONJECTURE FOR VERY GENERAL POINTS IN PN k arXiv:1604.02217v2 [math.AC] 7 Dec 2017 LOUIZA FOULI, PAOLO MANTERO AND YU XIE A BSTRACT. We prove a long-standing conjecture of Chudnovsky for very general and generic points in PN k , where k is an algebraically closed field of characteristic zero, and for any...
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arXiv:1704.02882v2 [cs.AI] 22 May 2017 Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning El Mahdi El Mhamdi Rachid Guerraoui Hadrien Hendrikx Alexandre Maurer EPFL first.last@epfl.ch Abstract In reinforcement learning, agents learn by performing actions and observing their outcom...
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Noname manuscript No. (will be inserted by the editor) Gaussian Variant of Freivalds’ Algorithm for Efficient and Reliable Matrix Product Verification arXiv:1705.10449v1 [cs.DS] 30 May 2017 Hao Ji · Michael Mascagni · Yaohang Li Received: date / Accepted: date Abstract In this article, we consider the general prob...
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arXiv:1704.07513v2 [math.ST] 17 May 2017 BAYES MODEL SELECTION QIYANG HAN Abstract. We offer a general Bayes theoretic framework to tackle the model selection problem under a two-step prior design: the first-step prior serves to assess the model selection uncertainty, and the secondstep prior quantifies the prior bel...
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Ref: International Conference on Artificial Neural Networks (ICANN), Springer LNCS, Vol. 9887, pp. 170–178, Barcelona, Spain, September 2016. DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle Problem Dror Sholomon1 , Eli (Omid) David1 , and Nathan S. Netanyahu1,2 1 arXiv:1711.08762v1 [c...
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arXiv:1709.10154v1 [cs.SY] 28 Sep 2017 Finite-Time Distributed Linear Equation Solver for Minimum l1 Norm Solutions Jingqiu Zhou, Wang Xuan, Shaoshuai Mou, and Brian. D. O. Anderson October 2, 2017 Abstract This paper proposes distributed algorithms for multi-agent networks to achieve a solution in finite time to a l...
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1 UAV-Aided Wireless Communication Designs With Propulsion Energy Limitations Subin Eom, Hoon Lee, Junhee Park and Inkyu Lee, Fellow, IEEE arXiv:1801.02782v1 [cs.IT] 9 Jan 2018 School of Electrical Eng., Korea University, Seoul, Korea Email: {esb777, ihun1, pjh0585, inkyu}@korea.ac.kr Abstract This paper studies un...
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c xxxx Society for Industrial and Applied Mathematics ⃝ SIAM/ASA J. UNCERTAINTY QUANTIFICATION Vol. xx, pp. x Mathematical Properties of Polynomial Dimensional Decomposition ∗ arXiv:1804.01647v1 [math.NA] 5 Apr 2018 Sharif Rahman† Abstract. Many high-dimensional uncertainty quantification problems are solved by po...
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arXiv:1308.6074v2 [q-bio.GN] 3 Apr 2014 Exploration and retrieval of whole-metagenome sequencing samples Sohan Seth 1 , Niko Välimäki 2,3 , Samuel Kaski 1,3 , Antti Honkela 3 1 Helsinki Institute for Information Technology HIIT, Department of Information and Computer Science, Aalto University, Espoo, Finland 2 Genom...
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AMENABLE UNIFORMLY RECURRENT SUBGROUPS AND LATTICE EMBEDDINGS arXiv:1802.04736v2 [math.GR] 29 Mar 2018 ADRIEN LE BOUDEC Abstract. We study lattice embeddings for the class of countable groups Γ defined by the property that the largest amenable uniformly recurrent subgroup AΓ is continuous. When AΓ comes from an extr...
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1 Multisensor Poisson Multi-Bernoulli Filtering with Uncertain Sensor States arXiv:1712.08146v1 [cs.SY] 21 Dec 2017 Markus Fröhle, Christopher Lindberg, Karl Granström, Henk Wymeersch Abstract—In a typical multitarget tracking (MTT) scenario, the sensor state is either assumed known, or tracking is performed base...
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Implementation of Tetris as a Model Counter∗ Atri Rudra University at Buffalo, SUNY atri@buffalo.edu arXiv:1701.07473v1 [cs.DS] 25 Jan 2017 Jimmy Dobler University at Buffalo, SUNY jdobler@buffalo.edu Abstract Solving #SAT problems is an important area of work. In this paper, we discuss implementing Tetris, an algor...
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Neural Affine Grayscale Image Denoising arXiv:1709.05672v1 [cs.CV] 17 Sep 2017 Sungmin Cha, Taesup Moon College of Information and Communication Engineering Sungkyunkwan University, Suwon, Korea 16419 tsmoon@skku.edu Abstract We propose a new grayscale image denoiser, dubbed as Neural Affine Image Denoiser (Neural A...
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Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks Brady Kieffer1 , Morteza Babaie2 Shivam Kalra1 , and H.R.Tizhoosh1 1 KIMIA Lab, University of Waterloo, ON, CANADA 2 Mathematics and Computer Science Department, Amirkabir University of Technology, Tehran, IRA...
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arXiv:1709.07929v2 [math.AC] 12 Dec 2017 TRIANGULATED EQUIVALENCES AND RECONSTRUCTION OF CLASSIFYING SPACES HIROKI MATSUI Abstract. In algebra such as algebraic geometry, modular representation theory and commutative ring theory, we study algebraic objects through associated triangulated categories and topological spa...
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MILP and Max-Clique based heuristics for the Eternity II puzzle arXiv:1709.00252v2 [cs.DS] 5 Oct 2017 Fabio Salassaa , Wim Vancroonenburgb , Tony Wautersb,∗, Federico Della Crocea , Greet Vanden Bergheb a Politecnico di Torino, DIGEP, Corso Duca degli Abruzzi 24, 10129 Torino, Italy b KU Leuven, Department of Comput...
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Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig * 1 Moshiko Raboh * 1 Gal Chechik 2 3 Jonathan Berant 1 Amir Globerson 1 arXiv:1802.05451v1 [stat.ML] 15 Feb 2018 Abstract Structured prediction is concerned with predicting multiple inter-dependent labels simultaneously. Clas...
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Improved Space-efficient Linear Time Algorithms for Some Classical Graph Problems Sankardeep Chakraborty1, Seungbum Jo2 , and Srinivasa Rao Satti3 arXiv:1712.03349v1 [cs.DS] 9 Dec 2017 1 The Institute of Mathematical Sciences, HBNI, Chennai, India. sankardeep@imsc.res.in 2 University of Siegen, Siegen, Germany. seun...
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arXiv:1704.01458v1 [math.ST] 5 Apr 2017 β-mixing and moments properties of a non-stationary copula-based Markov process Fabio Gobbi Sabrina Mulinacci University of Bologna - Department of Statistics April 6, 2017 Abstract This paper provides conditions under which a non-stationary copula-based Markov process is β-mixi...
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Pragmatic-Pedagogic Value Alignment arXiv:1707.06354v2 [cs.AI] 5 Feb 2018 Jaime F. Fisac, Monica A. Gates, Jessica B. Hamrick, Chang Liu, Dylan Hadfield-Menell, Malayandi Palaniappan, Dhruv Malik, S. Shankar Sastry, Thomas L. Griffiths, and Anca D. Dragan Abstract As intelligent systems gain autonomy and capability,...
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arXiv:1606.09481v1 [cs.DS] 30 Jun 2016 Generating massive complex networks with hyperbolic geometry faster in practice Moritz von Looz Mustafa Safa Özdayi Karlsruhe Institute of Technology (KIT), Germany Email: moritz.looz-corswarem@kit.edu Istanbul Technical University, Turkey Email: ozdayi@itu.edu.tr Sören Lau...
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The (1|1)-Centroid Problem on the Plane Concerning Distance Constraints ⋆ arXiv:1608.03680v1 [cs.CG] 12 Aug 2016 Hung-I Yu, Tien-Ching Lin, and D. T. Lee Institute of Information Science, Academia Sinica, Nankang, Taipei 115, Taiwan, {herbert,kero,dtlee}@iis.sinica.edu.tw Abstract. In 1982, Drezner proposed the (1|1...
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HYBRID FUEL CELLS POWER FOR LONG DURATION ROBOT MISSIONS IN FIELD ENVIRONMENTS Jekanthan Thangavelautham1, Danielle Gallardo2, Daniel Strawser1, Steven Dubowsky1 1 Mechanical Engineering Department, Massachusetts Institute of Technology 77 Massachusetts Ave., Cambridge, MA, 02139, {jekan, dstrawse, dubowsky}@mit.edu ...
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Using a hierarchy of Domain Specific Languages in complex software systems design V. S. Lugovsky <VSLougovski@lbl.gov> arXiv:cs/0409016v1 [cs.PL] 9 Sep 2004 February 1, 2008 Abstract A new design methodology is introduced, with some examples on building Domain Specific Languages hierarchy on top of Scheme. 1 Introd...
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ACD Term Rewriting arXiv:cs/0608016v1 [cs.PL] 3 Aug 2006 Gregory J. Duck, Peter J. Stuckey, and Sebastian Brand NICTA Victoria Laboratory Department of Computer Science & Software Engineering, University of Melbourne, Australia Abstract. In this paper we introduce Associative Commutative Distributive Term Rewriting ...
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