Higher order concentration in presence of Poincar\'e-type inequalities

Abstract

We show sharpened forms of the concentration of measure phenomenon typically centered at stochastic expansions of order d-1 for any d ∈ N. Here we focus on differentiable functions on the Euclidean space in presence of a Poincar\'e-type inequality. The bounds are based on d-th order derivatives.

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