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Learning Theory

Learning theory

Papers

Showing 321330 of 852 papers

TitleStatusHype
Generalization Properties of NAS under Activation and Skip Connection Search0
Graph Classification via Reference Distribution Learning: Theory and Practice0
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective0
A PAC Approach to Application-Specific Algorithm Selection0
How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability0
Grokking phase transitions in learning local rules with gradient descent0
Generalization Properties of hyper-RKHS and its Applications0
Hardness of Learning Fixed Parities with Neural Networks0
Generalization In Multi-Objective Machine Learning0
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes0
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