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Learning Theory

Learning theory

Papers

Showing 111120 of 852 papers

TitleStatusHype
Causal RegularizationCode0
Comparing Text Representations: A Theory-Driven ApproachCode0
Data-Error Scaling in Machine Learning on Natural Discrete Combinatorial Mutation-prone Sets: Case Studies on Peptides and Small MoleculesCode0
Optimization Variance: Exploring Generalization Properties of DNNsCode0
Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient AlignmentCode0
A Contextual-Bandit Approach to Personalized News Article RecommendationCode0
Redundant representations help generalization in wide neural networksCode0
Restarted Bayesian Online Change-point Detector achieves Optimal Detection DelayCode0
Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear RegressionCode0
A Framework for Machine Learning of Model Error in Dynamical SystemsCode0
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