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Learning Theory

Learning theory

Papers

Showing 751760 of 852 papers

TitleStatusHype
Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solutionCode0
Universal CachingCode0
How Spurious Features Are Memorized: Precise Analysis for Random and NTK FeaturesCode0
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization StrategyCode0
Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approachCode0
Geostatistical Learning: Challenges and OpportunitiesCode0
On generalization bounds for deep networks based on loss surface implicit regularizationCode0
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game TheoryCode0
Understanding Boolean Function Learnability on Deep Neural Networks: PAC Learning Meets Neurosymbolic ModelsCode0
A Contextual-Bandit Approach to Personalized News Article RecommendationCode0
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