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Generalization Bounds

Papers

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TitleStatusHype
Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees0
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity AnalysisCode0
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation LearningCode1
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets0
Improved Generalization Bounds for Communication Efficient Federated Learning0
Stability and Generalization in Free Adversarial TrainingCode0
Information-Theoretic Generalization Bounds for Deep Neural Networks0
Generalization Bounds for Message Passing Networks on Mixture of Graphons0
An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics0
A PAC-Bayesian Framework for Optimal Control with Stability GuaranteesCode0
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