Machine Learning

Automating the Discovery of Partial Differential Equations in Dynamical Systems

Automating the Discovery of Partial Differenti...

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

Automatically identifying ordinary differentia...

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

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

Machine Learning
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Nicolas Borensztein
43 views
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
98 views
Deep Learning Statistical Arbitrage

Deep Learning Statistical Arbitrage

Machine Learning
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zulee1711
366 views
Network Deconvolution

Network Deconvolution

Machine Learning
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thurst
215 views
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
188 views
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
216 views
Backprop Diffusion is Biologically Plausible

Backprop Diffusion is Biologically Plausible

Machine Learning
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Isaak Bruno
514 views
Adaptive Attention Span in Transformers

Adaptive Attention Span in Transformers

Machine Learning
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ScienceCast Board
188 views
Regression with Linear Factored Functions

Regression with Linear Factored Functions

Machine Learning
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evgenii-klebanov
214 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
212 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
191 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
200 views
Deep Learning of Representations: Looking Forward

Deep Learning of Representations: Looking Forward

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

Attention that does not Explain Away

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

Neural Networks Regularization Through Class-w...

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

Deep Learning in Computational Biology: Advanc...

Machine Learning
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sureshkumar
284 views
Improving the Knowledge Gradient Algorithm

Improving the Knowledge Gradient Algorithm

Machine Learning
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Le Yang
226 views
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
213 views
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
192 views
Trustworthy Edge Machine Learning: A Survey

Trustworthy Edge Machine Learning: A Survey

Machine Learning
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Xiaojie Wang
200 views
A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR)

A Comprehensive and Reliable Feature Attributi...

Machine Learning
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Dong Qin
214 views
Closing the Gap Between the Upper Bound and the Lower Bound of Adam's Iteration Complexity

Closing the Gap Between the Upper Bound and th...

Machine Learning
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Bohan Wang
208 views
On kernel-based statistical learning in the mean field limit

On kernel-based statistical learning in the me...

Machine Learning
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Christian Fiedler
220 views
Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores

Adversarial Anomaly Detection using Gaussian P...

Machine Learning
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Fiete Lüer
218 views
Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling

Sample Complexity Bounds for Score-Matching: C...

Machine Learning
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Zhenyu Zhu
172 views
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Ask more, know better: Reinforce-Learned Promp...

Machine Learning
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David Mguni
195 views
Improving Intrinsic Exploration by Creating Stationary Objectives

Improving Intrinsic Exploration by Creating St...

Machine Learning
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Joshua Romoff
200 views
Proportional Fairness in Clustering: A Social Choice Perspective

Proportional Fairness in Clustering: A Social ...

Machine Learning
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Leon Kellerhals
196 views
Is Scaling Learned Optimizers Worth It? Evaluating The Value of VeLO's 4000 TPU Months

Is Scaling Learned Optimizers Worth It? Evalua...

Machine Learning
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Fady Rezk
192 views
Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning

Alignment and Outer Shell Isotropy for Hyperbo...

Machine Learning
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Yifei Zhang
304 views
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