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Learning Theory

Learning theory

Papers

Showing 421430 of 852 papers

TitleStatusHype
Understanding Dimensional Collapse in Contrastive Self-supervised LearningCode1
Provable Hierarchy-Based Meta-Reinforcement Learning0
Explaining generalization in deep learning: progress and fundamental limits0
Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching0
PAC Synthesis of Machine Learning Programs0
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural NetworksCode1
I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection0
Task Relatedness-Based Generalization Bounds for Meta Learning0
Variational Inference via Resolution of Singularities0
Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis0
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