conftrace_

gibbs classifier

5 papers

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Co-occurring keywords

pac-bayes bound (53) learning theory (519) bound analysis (3) generalization error (285) multi-class classification (280) coordinate descent (147) kl regularization (11) stochastic classifier (5) variance estimation (46) linear classifier (120)

Papers

Transductive Bounds for the Multi-Class Majority Vote Classifier AAAI 2019
Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors ICML 2018
A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013
From PAC-Bayes Bounds to KL Regularization NIPS 2009
PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier NIPS 2006