High Dimensional Probability VIII pp 55-69 | Cite as
Higher Order Concentration in Presence of Poincaré-Type Inequalities
Conference paper
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Abstract
We show sharpened forms of the concentration of measure phenomenon typically centered at stochastic expansions of order d − 1 for any \(d \in \mathbb {N}\). Here we focus on differentiable functions on the Euclidean space in presence of a Poincaré-type inequality. The bounds are based on d-th order derivatives.
Keywords
Concentration of measure phenomenon Poincaré inequalities1991 Mathematics Subject Classification
Primary 60E15 60F10; Secondary 60B20Notes
Acknowledgement
This research was supported by CRC 1283.
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