A Bennett concentration inequality and its application to suprema of empirical processes

This is the authors' abstract. We don't add key points for this paper.

We introduce new concentration inequalities for functions on product spaces. They allow to obtain a Bennett type deviation bound for suprema of empirical processes indexed by upper bounded functions. The result is an improvement on Rio's version [6] of Talagrand's inequality [7] for equidistributed variables.