pac-bayes bound

Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes NeurIPS 2019 On the Generalization Gap in Reparameterizable Reinforcement Learning ICML 2019 Data-dependent PAC-Bayes priors via differential privacy NeurIPS 2018 Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors ICML 2018 PAC-Bayes bounds for stable algorithms with instance-dependent priors NeurIPS 2018 Tight Bounds for the Expected Risk of Linear Classifiers and PAC-Bayes Finite-Sample Guarantees AISTATS 2014 PAC-Bayes-Empirical-Bernstein Inequality NeurIPS 2013 Dimensionality Dependent PAC-Bayes Margin Bound NeurIPS 2012 Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes JMLR 2010 From PAC-Bayes Bounds to KL Regularization NeurIPS 2009 Risk Bounds for Randomized Sample Compressed Classifiers NeurIPS 2008 PAC-Bayes Risk Bounds for Stochastic Averages and Majority Votes of Sample-Compressed Classifiers JMLR 2007 A PAC-Bayes Risk Bound for General Loss Functions NeurIPS 2006 PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier NeurIPS 2006 Tighter PAC-Bayes Bounds NeurIPS 2006