Concentration of weakly dependent Banach-valued sums and applications to statistical learning methods

Gilles Blanchard, Oleksandr Zadorozhnyi

We obtain a Bernstein-type inequality for sums of Banach-valued random variables satisfying a weak dependence assumption of general type and under certain smoothness assumptions of…