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pac-bayesian bound

40 papers

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Also known as

PAC-B PAC-BAYESIAN PAC-BAYES

Co-occurring keywords

generalization bound (652) learning theory (519) pac-bayes bound (53) pac-bayesian theory (34) risk bound (71) neural network (6616) concentration inequality (81) generalization error (285) kullback-leibler divergence (181) statistical learning (351)

Papers

Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes NIPS 2019
Analyzing Bayesian Crosslingual Transfer in Topic Models NAACL 2019
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds NIPS 2018
A Strongly Quasiconvex PAC-Bayesian Bound ALT 2017
Stability and Generalization in Structured Prediction JMLR 2016
PAC-Bayesian Theory Meets Bayesian Inference NIPS 2016
PAC-Bayesian Bounds based on the Rényi Divergence AISTATS 2016
A PAC-Bayesian bound for Lifelong Learning ICML 2014
General Oracle Inequalities for Gibbs Posterior with Application to Ranking COLT 2013
PAC-Bayes-Empirical-Bernstein Inequality NIPS 2013
PAC-Bayesian Bound for Gaussian Process Regression and Multiple Kernel Additive Model COLT 2012
Volume Regularization for Binary Classification NIPS 2012
PAC-Bayesian Model Selection for Reinforcement Learning NIPS 2010
A PAC-Bayes Risk Bound for General Loss Functions NIPS 2006
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002