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General Oracle Inequalities for Gibbs Posterior with Application to Ranking

Published on Aug 09, 20132818 Views

Cheng Li

In this paper, we summarize some recent results in Li et al. (2012), which can be used to extend an important PAC-Bayesian approach, namely the Gibbs posterior, to study the nonadditive ranking risk.

COLT 2013 - Princeton

Related categories

Machine Learning

Chapter list

General Oracle Inequalities for Gibbs Posterior with Application to Ranking00:00
Gibbs Posterior and Oracle Inequalities - 100:11
Gibbs Posterior and Oracle Inequalities - 201:39
Main Result: Oracle Inequalities for Gibbs Posterior03:09
Application to Bipartite Ranking04:28
Thank you05:21