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On McDiarmid's concentration inequality
In this paper we improve the rate function in the McDiarmid concentration inequality for separately Lipschitz functions of independent random variables. In particular... -
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classif...
Arxiv: http://arxiv.org/abs/1202.6228, Accepted at ICML 2012
