  We prove concentration inequalities for functions of independent random
variables {under} sub-gaussian and sub-exponential conditions. The utility of
the inequalities is demonstrated by an extension of the now classical method of
Rademacher complexities to Lipschitz function classes and unbounded
sub-exponential distribution.
