Machine Learning

DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing

DPQ-HD: Post-Training Compression for Ultra-Lo...

Machine Learning
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librarian
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Performance Estimation in Binary Classification Using Calibrated Confidence

Performance Estimation in Binary Classificatio...

Machine Learning
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librarian
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RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles

RL-DAUNCE: Reinforcement Learning-Driven Data ...

Machine Learning
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librarian
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Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning

Latte: Transfering LLMs` Latent-level Knowledg...

Machine Learning
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librarian
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Nearly Optimal Sample Complexity for Learning with Label Proportions

Nearly Optimal Sample Complexity for Learning ...

Machine Learning
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Claudio Gentile
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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
2 views
Testing Juntas Optimally with Samples

Testing Juntas Optimally with Samples

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

WATCH: Weighted Adaptive Testing for Changepoi...

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

Automating the Discovery of Partial Differenti...

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

Automatically identifying ordinary differentia...

Machine Learning
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rui-carvalho
18 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
57 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
107 views
Deep Learning Statistical Arbitrage

Deep Learning Statistical Arbitrage

Machine Learning
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zulee1711
378 views
Network Deconvolution

Network Deconvolution

Machine Learning
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thurst
221 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
194 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
224 views
Backprop Diffusion is Biologically Plausible

Backprop Diffusion is Biologically Plausible

Machine Learning
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Isaak Bruno
519 views
Adaptive Attention Span in Transformers

Adaptive Attention Span in Transformers

Machine Learning
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ScienceCast Board
194 views
Regression with Linear Factored Functions

Regression with Linear Factored Functions

Machine Learning
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evgenii-klebanov
216 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
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
195 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
208 views
Deep Learning of Representations: Looking Forward

Deep Learning of Representations: Looking Forward

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

Attention that does not Explain Away

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

Neural Networks Regularization Through Class-w...

Machine Learning
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sysbit-technology
183 views
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