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Learning Theory

Learning theory

Papers

Showing 151160 of 852 papers

TitleStatusHype
Bayesian Free Energy of Deep ReLU Neural Network in Overparametrized Cases0
A Nearly Optimal and Agnostic Algorithm for Properly Learning a Mixture of k Gaussians, for any Constant k0
Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data0
Generalization within in silico screening0
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization0
An Asymptotic Equation Linking WAIC and WBIC in Singular Models0
Bagging is an Optimal PAC Learner0
Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds0
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory0
Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications0
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