Transportation cost-information inequalities and applications to random dynamical systems and diffusions
H. Djellout, A. Guillin, and L. Wu
Source: Ann. Probab. Volume 32, Number 3B
(2004), 2702-2732.
Abstract
We first give a characterization of the L1-transportation cost-information inequality on a metric space and next find some appropriate sufficient condition to transportation cost-information inequalities for dependent sequences. Applications to random dynamical systems and diffusions are studied.
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Keywords: Transportation cost-information inequalities; random dynamical systems; diffusions; Girsanov’s transformation
Full-text: Open access
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Permanent link to this document: http://projecteuclid.org/euclid.aop/1091813628
Digital Object Identifier: doi:10.1214/009117904000000531
Mathematical Reviews number (MathSciNet): MR2078555
Zentralblatt MATH identifier: 02121711
References
Bobkov, S., Gentil, I. and Ledoux, M. (2001). Hypercontractivity of Hamilton--Jacobi equations. J. Math. Pures Appl. (9) 80 669--696.
Mathematical Reviews (MathSciNet): MR1846020
Digital Object Identifier: doi:10.1016/S0021-7824(01)01208-9
Bobkov, S. and Götze, F. (1999). Exponential integrability and transportation cost related to logarithmic Sobolev inequalities. J. Funct. Anal. 163 1--28.
Mathematical Reviews (MathSciNet): MR1682772
Digital Object Identifier: doi:10.1006/jfan.1998.3326
Zentralblatt MATH: 0924.46027
Capitaine, M., Hsu, E. P. and Ledoux, M. (1997). Martingale representation and a simple proof of logarithmic Sobolev inequality on path spaces. Electron Comm. Probab. 2 71--81.
Mathematical Reviews (MathSciNet): MR1484557
Dembo, A. (1997). Information inequalities and concentration of measure. Ann. Probab. 25 927--939.
Mathematical Reviews (MathSciNet): MR1434131
Digital Object Identifier: doi:10.1214/aop/1024404424
Project Euclid: euclid.aop/1024404424
Zentralblatt MATH: 0880.60018
Feyel, D. and Ustunel, A. S. (2002). Measure transport on Wiener space and Girsanov theorem. C. R. Acad. Sci. Paris Sér. I Math. 334 1025--1028.
Mathematical Reviews (MathSciNet): MR1913729
Digital Object Identifier: doi:10.1016/S1631-073X(02)02326-9
Zentralblatt MATH: 1036.60004
Feyel, D. and Ustunel, A. S. (2004). The Monge--Kantorovitch problem and Monge--Ampère equation on Wiener space. Probab. Theory Related Fields. To appear.
Mathematical Reviews (MathSciNet): MR2036490
Digital Object Identifier: doi:10.1007/s00440-003-0307-x
Gentil, I. (2001). Inégalités de Sobolev logarithmiques et hypercontractivité en mécanique statistique et en E.D.P. Thèse de doctorat, Univ. Paul Sabatier Toulouse.
Ledoux, M. (2001). The Concentration of Measure Phenomenon. Amer. Math. Soc., Providence, RI.
Mathematical Reviews (MathSciNet): MR1849347
Zentralblatt MATH: 0995.60002
Ledoux, M. (2002). Concentration, transportation and functional inequalities. Preprint.
Marton, K. (1996). Bounding $\overlined$-distance by information divergence: A method to prove measure concentration. Ann. Probab. 24 857--866.
Mathematical Reviews (MathSciNet): MR1404531
Digital Object Identifier: doi:10.1214/aop/1039639365
Project Euclid: euclid.aop/1039639365
Zentralblatt MATH: 0865.60017
Marton, K. (1997). A measure concentration inequality for contracting Markov chains. Geom. Funct. Anal. 6 556--571.
Mathematical Reviews (MathSciNet): MR1392329
Digital Object Identifier: doi:10.1007/BF02249263
Marton, K. (1998). Measure concentration for a class of random processes. Probab. Theory Related Fields 110 427--439.
Mathematical Reviews (MathSciNet): MR1616492
Digital Object Identifier: doi:10.1007/s004400050154
Zentralblatt MATH: 0927.60050
Massart, P. (2003). Concentration inequalities and model selection. In Saint-Flour Summer School.
McDiarmid, C. (1989). On the method of bounded differences. Surveys of Combinatorics (J. Siemons, ed.). London Math. Soc. Lecture Notes Ser. 141 148--188.
Mathematical Reviews (MathSciNet): MR1036755
Zentralblatt MATH: 0712.05012
Otto, F. and Villani, C. (2000). Generalization of an inequality by Talagrand and links with the logarithmic Sobolev inequality. J. Funct. Anal. 173 361--400.
Mathematical Reviews (MathSciNet): MR1760620
Digital Object Identifier: doi:10.1006/jfan.1999.3557
Zentralblatt MATH: 0985.58019
Rio, E. (2000). Inégalités de Hoeffding pour les fonctions Lipschitziennes de suites dépendantes. C. R. Acad. Sci. Paris Sér. I Math. 330 905--908.
Mathematical Reviews (MathSciNet): MR1771956
Digital Object Identifier: doi:10.1016/S0764-4442(00)00290-1
Samson, P. M. (2000). Concentration of measure inequalities for Markov chains and $\phi$-mixing process. Ann. Probab. 1 416--461.
Mathematical Reviews (MathSciNet): MR1756011
Digital Object Identifier: doi:10.1214/aop/1019160125
Project Euclid: euclid.aop/1019160125
Zentralblatt MATH: 1044.60061
Talagrand, M. (1996). Transportation cost for Gaussian and other product measures. Geom. Funct. Anal. 6 587--600.
Mathematical Reviews (MathSciNet): MR1392331
Digital Object Identifier: doi:10.1007/BF02249265
Zentralblatt MATH: 0859.46030
Villani, C. (2003). Topics in Optimal Transportation. Amer. Math. Soc., Providence, RI.
Wang, F. Y. (2002). Transportation cost inequalities on path spaces over Riemannian manifolds. Illinois J. Math. 46 1197--1206.
Mathematical Reviews (MathSciNet): MR1988258
Wu, L. (2000). A deviation inequality for non-reversible Markov processes. Ann. Inst. H. Poincaré Probab. Statist. 36 435--445.
Mathematical Reviews (MathSciNet): MR1785390
Digital Object Identifier: doi:10.1016/S0246-0203(00)00135-7
Wu, L. (2002). Essential spectral radius for Markov semigroups. I: Discrete time case. Probab. Theory Related Fields 128 255--321.
Mathematical Reviews (MathSciNet): MR2031227
Digital Object Identifier: doi:10.1007/s00440-003-0304-0
Zentralblatt MATH: 1056.60068
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