Comptes Rendus
Probability Theory
On the suprema of Bernoulli processes
Comptes Rendus. Mathématique, Volume 351 (2013) no. 3-4, pp. 131-134.

Dans cette note, nous annonçons la solution positive de la « conjecture de Bernoulli » concernant la caractérisation des processus de Bernoulli bornés. Nous en présentons des applications et discutons de questions ouvertes qui lui sont liées.

In this note we announce the affirmative solution of the so-called Bernoulli Conjecture concerning the characterization of the sample boundedness of Bernoulli processes. We also present some applications and discuss related open problems.

Reçu le :
Accepté le :
Publié le :
DOI : 10.1016/j.crma.2013.02.013
Witold Bednorz 1 ; Rafał Latała 1

1 Institute of Mathematics, University of Warsaw, Banacha 2, 02-097 Warszawa, Poland
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Witold Bednorz; Rafał Latała. On the suprema of Bernoulli processes. Comptes Rendus. Mathématique, Volume 351 (2013) no. 3-4, pp. 131-134. doi : 10.1016/j.crma.2013.02.013. https://comptes-rendus.academie-sciences.fr/mathematique/articles/10.1016/j.crma.2013.02.013/

[1] W. Bednorz A theorem on majorizing measures, Ann. Probab., Volume 34 (2006), pp. 1771-1781

[2] W. Bednorz, R. Latała, On the boundedness of Bernoulli processes, preprint.

[3] R.M. Dudley The sizes of compact subsets of Hilbert space and continuity of Gaussian processes, J. Funct. Anal., Volume 1 (1967), pp. 290-330

[4] X. Fernique Regularité des trajectoires des fonctions aléatoires gaussiennes, École dʼété de probabilités de Saint-Flour, IV-1974, Lectures Notes in Math., vol. 480, Springer, Berlin, 1975, pp. 1-96

[5] R. Latała Sudakov minoration principle and supremum of some processes, Geom. Funct. Anal., Volume 7 (1997), pp. 936-953

[6] R. Latała A note on the maximal inequalities for VC classes, Atlanta, GA, 1997 (Contemp. Math.), Volume vol. 234, Amer. Math. Soc., Providence, RI (1999), pp. 125-134

[7] R. Latała On the boundedness of Bernoulli processes over thin sets, Electron. Commun. Probab., Volume 13 (2008), pp. 175-186

[8] R. Latała On weak tail domination of random vectors, Bull. Pol. Acad. Sci. Math., Volume 57 (2009), pp. 75-80

[9] M. Ledoux; M. Talagrand Probability in Banach Spaces. Isoperimetry and Processes, Springer-Verlag, Berlin, 1991

[10] M. Talagrand Regularity of Gaussian processes, Acta Math., Volume 159 (1987), pp. 99-149

[11] M. Talagrand The supremum of some canonical processes, Amer. J. Math., Volume 116 (1994), pp. 284-325

[12] M. Talagrand Majorizing measures without measures, Ann. Probab., Volume 29 (2001), pp. 411-417

[13] M. Talagrand The Generic Chaining. Upper and Lower Bounds of Stochastic Processes, Springer-Verlag, Berlin, 2005

[14] M. Talagrand, Chaining and the geometry of stochastic processes, in: Proceedings of the 6th European Congress of Mathematics, in press.

[15] M. Talagrand, Upper and Lower Bounds for Stochastic Processes, Modern Methods and Classical Problems, Ergebnisse der Mathematik, Springer-Verlag, in press.

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Research supported by the NCN grant DEC-2012/05/B/ST1/00412.

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