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Learning Theory

Learning theory

Papers

Showing 121130 of 852 papers

TitleStatusHype
An efficient high-probability algorithm for Linear Bandits0
Bayesian Interpolation with Deep Linear Networks0
Benign Overfitting in Deep Neural Networks under Lazy Training0
Benign overfitting in ridge regression0
Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting0
Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems0
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS0
A Learning Theoretic Perspective on Local Explainability0
A Note on the Chernoff Bound for Random Variables in the Unit Interval0
A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning0
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