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Learning Theory

Learning theory

Papers

Showing 141150 of 852 papers

TitleStatusHype
On Optimal Interpolation In Linear RegressionCode0
Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems0
Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting0
Benign overfitting in ridge regression0
Benign Overfitting in Deep Neural Networks under Lazy Training0
An Entropy-Based Model for Hierarchical Learning0
A Formal Proof of PAC Learnability for Decision Stumps0
Bayesian Interpolation with Deep Linear Networks0
An efficient high-probability algorithm for Linear Bandits0
Bayesian image segmentations by Potts prior and loopy belief propagation0
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