Restricted hypercontractivity on the Poisson space
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- by Ivan Nourdin, Giovanni Peccati and Xiaochuan Yang PDF
- Proc. Amer. Math. Soc. 148 (2020), 3617-3632 Request permission
Abstract:
We show that the Ornstein-Uhlenbeck semigroup associated with a general Poisson random measure is hypercontractive, whenever it is restricted to non-increasing mappings on configuration spaces. We deduce from this result some versions of Talagrand’s $L^1$-$L^2$ inequality for increasing and concave mappings, and we build examples showing that such an estimate represents a strict improvement of the classical Poincaré inequality. We complement our finding with several results of independent interest, such as gradient estimates and an inequality with isoperimetric content.References
- Cécile Ané, Sébastien Blachère, Djalil Chafaï, Pierre Fougères, Ivan Gentil, Florent Malrieu, Cyril Roberto, and Grégory Scheffer, Sur les inégalités de Sobolev logarithmiques, Panoramas et Synthèses [Panoramas and Syntheses], vol. 10, Société Mathématique de France, Paris, 2000 (French, with French summary). With a preface by Dominique Bakry and Michel Ledoux. MR 1845806
- Cécile Ané and Michel Ledoux, On logarithmic Sobolev inequalities for continuous time random walks on graphs, Probab. Theory Related Fields 116 (2000), no. 4, 573–602. MR 1757600, DOI 10.1007/s004400050263
- Sascha Bachmann, Concentration for Poisson functionals: component counts in random geometric graphs, Stochastic Process. Appl. 126 (2016), no. 5, 1306–1330. MR 3473096, DOI 10.1016/j.spa.2015.11.004
- Sascha Bachmann and Giovanni Peccati, Concentration bounds for geometric Poisson functionals: logarithmic Sobolev inequalities revisited, Electron. J. Probab. 21 (2016), Paper No. 6, 44. MR 3485348, DOI 10.1214/16-EJP4235
- Sascha Bachmann and Matthias Reitzner, Concentration for Poisson $U$-statistics: subgraph counts in random geometric graphs, Stochastic Process. Appl. 128 (2018), no. 10, 3327–3352. MR 3849811, DOI 10.1016/j.spa.2017.11.001
- Dominique Bakry, Ivan Gentil, and Michel Ledoux, Analysis and geometry of Markov diffusion operators, Grundlehren der mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 348, Springer, Cham, 2014. MR 3155209, DOI 10.1007/978-3-319-00227-9
- S. G. Bobkov and F. Götze, Discrete isoperimetric and Poincaré-type inequalities, Probab. Theory Related Fields 114 (1999), no. 2, 245–277. MR 1701522, DOI 10.1007/s004400050225
- S. G. Bobkov and M. Ledoux, On modified logarithmic Sobolev inequalities for Bernoulli and Poisson measures, J. Funct. Anal. 156 (1998), no. 2, 347–365. MR 1636948, DOI 10.1006/jfan.1997.3187
- Sergey G. Bobkov and Prasad Tetali, Modified logarithmic Sobolev inequalities in discrete settings, J. Theoret. Probab. 19 (2006), no. 2, 289–336. MR 2283379, DOI 10.1007/s10959-006-0016-3
- Jean-Christophe Breton, Christian Houdré, and Nicolas Privault, Dimension free and infinite variance tail estimates on Poisson space, Acta Appl. Math. 95 (2007), no. 3, 151–203. MR 2317609, DOI 10.1007/s10440-007-9084-3
- Djalil Chafaï, Entropies, convexity, and functional inequalities: on $\Phi$-entropies and $\Phi$-Sobolev inequalities, J. Math. Kyoto Univ. 44 (2004), no. 2, 325–363. MR 2081075, DOI 10.1215/kjm/1250283556
- Sourav Chatterjee, Superconcentration and related topics, Springer Monographs in Mathematics, Springer, Cham, 2014. MR 3157205, DOI 10.1007/978-3-319-03886-5
- Dario Cordero-Erausquin and Michel Ledoux, Hypercontractive measures, Talagrand’s inequality, and influences, Geometric aspects of functional analysis, Lecture Notes in Math., vol. 2050, Springer, Heidelberg, 2012, pp. 169–189. MR 2985132, DOI 10.1007/978-3-642-29849-3_{1}0
- Christian Döbler and Giovanni Peccati, The fourth moment theorem on the Poisson space, Ann. Probab. 46 (2018), no. 4, 1878–1916. MR 3813981, DOI 10.1214/17-AOP1215
- Fabian Gieringer and Günter Last, Concentration inequalities for measures of a Boolean model, ALEA Lat. Am. J. Probab. Math. Stat. 15 (2018), no. 1, 151–166. MR 3765368, DOI 10.30757/alea.v15-07
- Christian Houdré and Nicolas Privault, Concentration and deviation inequalities in infinite dimensions via covariance representations, Bernoulli 8 (2002), no. 6, 697–720. MR 1962538
- Ch. Houdré and N. Privault, Surface measures and related functional inequalities on configuration spaces, Unpublished manuscript.
- Günter Last, Stochastic analysis for Poisson processes, Stochastic analysis for Poisson point processes, Bocconi Springer Ser., vol. 7, Bocconi Univ. Press, [place of publication not identified], 2016, pp. 1–36. MR 3585396, DOI 10.1007/978-3-319-05233-5_{1}
- Günter Last and Mathew Penrose, Lectures on the Poisson process, Institute of Mathematical Statistics Textbooks, vol. 7, Cambridge University Press, Cambridge, 2018. MR 3791470
- M. Ledoux, A simple analytic proof of an inequality by P. Buser, Proc. Amer. Math. Soc. 121 (1994), no. 3, 951–959. MR 1186991, DOI 10.1090/S0002-9939-1994-1186991-X
- Michel Ledoux, The geometry of Markov diffusion generators, Ann. Fac. Sci. Toulouse Math. (6) 9 (2000), no. 2, 305–366 (English, with English and French summaries). Probability theory. MR 1813804
- Michel Ledoux, The concentration of measure phenomenon, Mathematical Surveys and Monographs, vol. 89, American Mathematical Society, Providence, RI, 2001. MR 1849347, DOI 10.1090/surv/089
- Ivan Nourdin and Giovanni Peccati, Normal approximations with Malliavin calculus, Cambridge Tracts in Mathematics, vol. 192, Cambridge University Press, Cambridge, 2012. From Stein’s method to universality. MR 2962301, DOI 10.1017/CBO9781139084659
- David Nualart and Eulalia Nualart, Introduction to Malliavin calculus, Institute of Mathematical Statistics Textbooks, vol. 9, Cambridge University Press, Cambridge, 2018. MR 3838464, DOI 10.1017/9781139856485
- Giovanni Peccati and Matthias Reitzner (eds.), Stochastic analysis for Poisson point processes, Bocconi & Springer Series, vol. 7, Bocconi University Press, [place of publication not identified]; Springer, [Cham], 2016. Malliavin calculus, Wiener-Itô chaos expansions and stochastic geometry. MR 3444831, DOI 10.1007/978-3-319-05233-5
- Matthias Reitzner, Poisson point processes: large deviation inequalities for the convex distance, Electron. Commun. Probab. 18 (2013), no. 96, 7. MR 3151752, DOI 10.1214/ECP.v18-2851
- D. Surgailis, On multiple Poisson stochastic integrals and associated Markov semigroups, Probab. Math. Statist. 3 (1984), no. 2, 217–239. MR 764148
- Michel Talagrand, On Russo’s approximate zero-one law, Ann. Probab. 22 (1994), no. 3, 1576–1587. MR 1303654
- Liming Wu, A new modified logarithmic Sobolev inequality for Poisson point processes and several applications, Probab. Theory Related Fields 118 (2000), no. 3, 427–438. MR 1800540, DOI 10.1007/PL00008749
Additional Information
- Ivan Nourdin
- Affiliation: Department of Mathematics, Université de Luxembourg, Maison du Nombre, 6 avenue de la Fonte, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg
- MR Author ID: 730973
- Email: ivan.nourdin@uni.lu
- Giovanni Peccati
- Affiliation: Department of Mathematics, Université de Luxembourg, Maison du Nombre, 6 avenue de la Fonte, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg
- MR Author ID: 683104
- Email: giovanni.peccati@uni.lu
- Xiaochuan Yang
- Affiliation: Department of Mathematics, Université de Luxembourg, Maison du Nombre, 6 avenue de la Fonte, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg
- MR Author ID: 1221822
- Email: xiaochuan.yang@uni.lu
- Received by editor(s): April 17, 2019
- Received by editor(s) in revised form: November 27, 2019
- Published electronically: May 8, 2020
- Additional Notes: The first author was supported by the FNR grant APOGee at Luxembourg University.
The second author was supported by the FNR grant FoRGES (R-AGR-3376-10) at Luxembourg University.
The third author was supported by the FNR Grant MISSILe (R-AGR-3410-12-Z) at Luxembourg and Singapore Universities. - Communicated by: Zhen-Qing Chen
- © Copyright 2020 American Mathematical Society
- Journal: Proc. Amer. Math. Soc. 148 (2020), 3617-3632
- MSC (2010): Primary 60H07, 60E15, 60E05
- DOI: https://doi.org/10.1090/proc/14964
- MathSciNet review: 4108865