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Imperial College London - Financial Signal Processing and Machine Learning Lab

ic-fspml
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AI & ML interests

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Mahmoud Mahfouz's profile pictureGiorgos Iacovides's profile pictureMingxue (Mercy) Xu's profile picture

georgeiac00 
authored 5 papers 2 months ago

TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs

Paper • 2501.15674 • Published Jan 26, 2025 • 3

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs

Paper • 2507.18417 • Published Jul 24, 2025

TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models

Paper • 2509.03234 • Published Sep 3, 2025 • 1

RefineBridge: Generative Bridge Models Improve Financial Forecasting by Foundation Models

Paper • 2512.21572 • Published Dec 25, 2025

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices

Paper • 2601.21579 • Published Jan 29 • 6
mm4313 
updated a dataset over 2 years ago

ic-fspml/stock_news_sentiment

Viewer • Updated Sep 15, 2023 • 251k • 60 • 9
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