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Learning Theory

Learning theory

Papers

Showing 201210 of 852 papers

TitleStatusHype
A Closer Look at the Learnability of Out-of-Distribution (OOD) Detection0
Deep Neural Nets as Hamiltonians0
Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective0
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation0
Deep Reinforcement Learning and the Deadly Triad0
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations0
Depth Separation with Multilayer Mean-Field Networks0
Depth-Width Trade-offs for Neural Networks via Topological Entropy0
Design-unbiased statistical learning in survey sampling0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension0
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