Stochastic Variational Propagation: Local, Scalable and Efficient Alternative to Backpropagation

Stochastic Variational Propagation: Local, Sca...

Machine Learning
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librarian
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Scalable Chain of Thoughts via Elastic Reasoning

Scalable Chain of Thoughts via Elastic Reasoning

Machine Learning
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librarian
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Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemannian Geometry Finds It

Hide & Seek: Transformer Symmetries Obscure Sh...

Machine Learning
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Marvin da Silva
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A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities

A Survey on Temporal Interaction Graph Represe...

Machine Learning
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librarian
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ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$-$β$-Divergence

ABKD: Pursuing a Proper Allocation of the Prob...

Machine Learning
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Zhiyong Yang
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Fight Fire with Fire: Defending Against Malicious RL Fine-Tuning via Reward Neutralization

Fight Fire with Fire: Defending Against Malici...

Machine Learning
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Wenjun Cao
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Testing Juntas Optimally with Samples

Testing Juntas Optimally with Samples

Machine Learning
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librarian
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Localized Diffusion Models for High Dimensional Distributions Generation

Localized Diffusion Models for High Dimensiona...

Machine Learning
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librarian
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Complexity Lower Bounds of Adaptive Gradient Algorithms for Non-convex Stochastic Optimization under Relaxed Smoothness

Complexity Lower Bounds of Adaptive Gradient A...

Machine Learning
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librarian
9 views
WATCH: Weighted Adaptive Testing for Changepoint Hypotheses via Weighted-Conformal Martingales

WATCH: Weighted Adaptive Testing for Changepoi...

Machine Learning
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librarian
9 views
Automating the Discovery of Partial Differential Equations in Dynamical Systems

Automating the Discovery of Partial Differenti...

Machine Learning
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rui-carvalho
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Automatically identifying ordinary differential equations from data

Automatically identifying ordinary differentia...

Machine Learning
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rui-carvalho
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Large Language Models Are Human-Level Prompt Engineers

Large Language Models Are Human-Level Prompt E...

Machine Learning
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Nicolas Borensztein
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Multi-typed Objects Multi-view Multi-instance Multi-label Learning

Multi-typed Objects Multi-view Multi-instance ...

Machine Learning
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Hadil Otay
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Deep Learning Statistical Arbitrage

Deep Learning Statistical Arbitrage

Machine Learning
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zulee1711
390 views
Network Deconvolution

Network Deconvolution

Machine Learning
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thurst
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Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel

Transformer Dissection: A Unified Understandin...

Machine Learning
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ScienceCast Board
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Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study

Predicting COVID-19 pandemic by spatio-tempora...

Machine Learning
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Arwa Alnajashi
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Backprop Diffusion is Biologically Plausible

Backprop Diffusion is Biologically Plausible

Machine Learning
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Isaak Bruno
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Adaptive Attention Span in Transformers

Adaptive Attention Span in Transformers

Machine Learning
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ScienceCast Board
198 views
Regression with Linear Factored Functions

Regression with Linear Factored Functions

Machine Learning
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evgenii-klebanov
221 views
Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L)

Distributional Offline Continuous-Time Reinfor...

Machine Learning
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ighalp
229 views
Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L)

Distributional Offline Continuous-Time Reinfor...

Machine Learning
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ighalp
199 views
Is Attention All What You Need? -- An Empirical Investigation on Convolution-Based Active Memory and Self-Attention

Is Attention All What You Need? -- An Empirica...

Machine Learning
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legendblackguardian
217 views
Deep Learning of Representations: Looking Forward

Deep Learning of Representations: Looking Forward

Machine Learning
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Isaak Bruno
187 views
Attention that does not Explain Away

Attention that does not Explain Away

Machine Learning
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levymoshe16
207 views
Neural Networks Regularization Through Class-wise Invariant Representation Learning

Neural Networks Regularization Through Class-w...

Machine Learning
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sysbit-technology
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Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook

Deep Learning in Computational Biology: Advanc...

Machine Learning
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sureshkumar
291 views
Improving the Knowledge Gradient Algorithm

Improving the Knowledge Gradient Algorithm

Machine Learning
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Le Yang
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A Global Multi-Unit Calibration as a Method for Large Scale IoT Particulate Matter Monitoring Systems Deployments

A Global Multi-Unit Calibration as a Method fo...

Machine Learning
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Saverio De Vito
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Lifting the Veil: Unlocking the Power of Depth in Q-learning

Lifting the Veil: Unlocking the Power of Depth...

Machine Learning
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Shao-Bo Lin
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Trustworthy Edge Machine Learning: A Survey

Trustworthy Edge Machine Learning: A Survey

Machine Learning
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Xiaojie Wang
204 views