On démontre une formule stochastique pour l'entropie relative par rapport à la Gaussienne, dans le genre de la formule de Borell pour la transformée de Laplace. Cette formule donne des preuves simples d'un certain nombre d'inégalités fonctionnelles.
We prove a stochastic formula for the Gaussian relative entropy in the spirit of Borell's formula for the Laplace transform. As an application, we give simple proofs of a number of functional inequalities.
Mots-clés : gaussian measure, entropy, functional inequalities, Girsanov's formula
@article{AIHPB_2013__49_3_885_0, author = {Lehec, Joseph}, title = {Representation formula for the entropy and functional inequalities}, journal = {Annales de l'I.H.P. Probabilit\'es et statistiques}, pages = {885--899}, publisher = {Gauthier-Villars}, volume = {49}, number = {3}, year = {2013}, doi = {10.1214/11-AIHP464}, mrnumber = {3112438}, zbl = {1279.39011}, language = {en}, url = {http://www.numdam.org/articles/10.1214/11-AIHP464/} }
TY - JOUR AU - Lehec, Joseph TI - Representation formula for the entropy and functional inequalities JO - Annales de l'I.H.P. Probabilités et statistiques PY - 2013 SP - 885 EP - 899 VL - 49 IS - 3 PB - Gauthier-Villars UR - http://www.numdam.org/articles/10.1214/11-AIHP464/ DO - 10.1214/11-AIHP464 LA - en ID - AIHPB_2013__49_3_885_0 ER -
%0 Journal Article %A Lehec, Joseph %T Representation formula for the entropy and functional inequalities %J Annales de l'I.H.P. Probabilités et statistiques %D 2013 %P 885-899 %V 49 %N 3 %I Gauthier-Villars %U http://www.numdam.org/articles/10.1214/11-AIHP464/ %R 10.1214/11-AIHP464 %G en %F AIHPB_2013__49_3_885_0
Lehec, Joseph. Representation formula for the entropy and functional inequalities. Annales de l'I.H.P. Probabilités et statistiques, Tome 49 (2013) no. 3, pp. 885-899. doi : 10.1214/11-AIHP464. http://www.numdam.org/articles/10.1214/11-AIHP464/
[1] Convex geometry and functional analysis. In Handbook of the Geometry of Banach Spaces, Vol. 1 161-194. W. B. Johnson and J. Lindenstrauss (Eds). North-Holland, Amsterdam, 2001. | MR | Zbl
.[2] On a reverse form of the Brascamp-Lieb inequality. Invent. Math. 134 (1998) 335-361. | MR | Zbl
.[3] On Gaussian Brunn-Minkowski inequalities. Studia Math. 191 (2009) 283-304. | MR | Zbl
and .[4] Conditioned stochastic differential equations: Theory, examples and application to finance. Stochastic Process. Appl. 100 (2002) 109-145. | MR | Zbl
.[5] Diffusion equations and geometric inequalities. Potential Anal. 12 (2000) 49-71. | MR | Zbl
.[6] A variational representation for certain functionals of Brownian motion. Ann. Probab. 26 (1998) 1641-1659. | MR | Zbl
and .[7] Best constants in Young's inequality, its converse and its generalization to more than three functions. Adv. Math. 20 (1976) 151-173. | MR | Zbl
and .[8] Martingale representation and a simple proof of logarithmic Sobolev inequalities on path spaces. Electron. Commun. Probab. 2 (1997) 71-81. | MR | Zbl
, and .[9] Subadditivity of the entropy and its relation to Brascamp-Lieb type inequalities. Geom. Funct. Anal. 19 (2009) 373-405. | MR | Zbl
and .[10] The geometry of Euclidean convolution inequalities and entropy. Proc. Amer. Math. Soc. 138 (2010) 2755-2769. | MR | Zbl
and .[11] Information theoretic inequalities. IEEE Trans. Inform. Theory 37 (1991) 1501-1518. | MR | Zbl
, and .[12] Measure transport on Wiener space and the Girsanov theorem. C. R. Math. Acad. Sci. Paris 334 (2002) 1025-1028. | MR | Zbl
and .[13] Controlled Markov Processes and Viscosity Solutions, 2nd edition. Stochastic Modelling and Applied Probability 25. Springer, New York, 2006. | MR | Zbl
and .[14] An entropy approach to the time reversal of diffusion processes. In Stochastic Differential Systems (Marseille-Luminy, 1984) 156-163. Lecture Notes in Control and Inform. Sci. 69. Springer, Berlin, 1985. | MR | Zbl
.[15] Time reversal on Wiener space. In Stochastic Processes - Mathematics and Physics (Bielefeld, 1984) 119-129. Lecture Notes in Math. 1158. Springer, Berlin, 1986. | MR | Zbl
.[16] Random fields and diffusion processes. In École d'Été de Probabilités de Saint-Flour XV-XVII, 1985-87 101-203. Lecture Notes in Math. 1362. Springer, Berlin, 1988. | MR | Zbl
.[17] Logarithmic Sobolev inequalities. Amer. J. Math. 97 (1975) 1061-1083. | MR | Zbl
.[18] Statistics of Random Processes, Vol. 1: General Theory. Applications of Mathematics 5. Springer, New York, 1977. | MR | Zbl
and .[19] The Malliavin Calculus and Related Topics, 2nd edition. Probability and Its Applications. Springer, Berlin, 2006. | MR | Zbl
.[20] Diffusions, Markov Processes, and Martingales, Vol. 2: Itô Calculus. Cambridge Mathematical Library. Cambridge Univ. Press, Cambridge, 2000. | MR | Zbl
and .[21] On the geometry of metric measure spaces. I. Acta Math. 196 (2006) 65-131. | MR | Zbl
.[22] Transportation cost for Gaussian and other product measures. Geom. Funct. Anal. 6 (1996) 587-600. | EuDML | MR | Zbl
.[23] Large Deviations and Applications. CBMS-NSF Regional Conference Series in Applied Mathematics 46. SIAM, Philadelphia, 1984. | MR | Zbl
.[24] Optimal Transport: Old and New. Grundlehren der Mathematischen Wissenschaften 338. Springer, Berlin, 2009. | MR | Zbl
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