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General Oracle Inequalities for Gibbs Posterior with Application to Ranking
Published on 2013-08-092827 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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Presentation
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