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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.
Olivier Bousquet (Tue,) studied this question.