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General Oracle Inequalities for Gibbs Posterior with Application to Ranking

Published on Aug 09, 20132816 Views

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.

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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