Some notes on higher order concentration of measure

This survey-type paper provides a common framework for a larger number of higher order concentration results (i.\,e., concentration results for non-Lipschitz functions which have bounded derivatives of higher order) in the spirit of Bobkov--Götze--Sambale (2019). Situations inlude measures satisfying various functional inequalities (log-Sobolev, Poincaré, $\mathrm{LS}_q$), uniform and cone measures on spheres with respect to the Euclidean as well as $\ell_p^n$-norms, Stiefel and Grassmann manifolds as well as discrete situations. In particular in the latter case, some open questions and remarks are stated.

Publication Details

Journal
ArXiv.org
Published
2025-07-11
Primary Topic
Point processes and geometric inequalities
Type
article
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Some notes on higher order concentration of measure

ArXiv.org
Point processes and geometric inequalities
article

Some notes on higher order concentration of measure

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Abstract

This survey-type paper provides a common framework for a larger number of higher order concentration results (i.\,e., concentration results for non-Lipschitz functions which have bounded derivatives of higher order) in the spirit of Bobkov--Götze--Sambale (2019). Situations inlude measures satisfying various functional inequalities (log-Sobolev, Poincaré, $\mathrm{LS}_q$), uniform and cone measures on spheres with respect to the Euclidean as well as $\ell_p^n$-norms, Stiefel and Grassmann manifolds as well as discrete situations. In particular in the latter case, some open questions and remarks are stated.

ArXiv.org
Reduced inequalities
Openalex Percentile: Top 38%
Point processes and geometric inequalities
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Some notes on higher order concentration of measure · ArXiv.org (2025) | TGRS Research Map | TGRS