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pac-bayes bound

53 papers

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Also known as

PAC-BAYES

Co-occurring keywords

generalization bound (652) learning theory (519) pac-bayesian bound (40) posterior distribution (259) statistical learning (351) concentration inequality (81) pac-bayes theory (17) bayesian inference (1907) risk bound (71) neural network (6616)

Papers

A PAC-Bayes Risk Bound for General Loss Functions NIPS 2006
Tighter PAC-Bayes Bounds NIPS 2006
PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier NIPS 2006