統計数学セミナー
Seminar on Probability and Statistics |
Home : Archive [ 2003 to 04 ] [ 2004 to 05 ] [ 2005 to 06 ] [ 2006 to 07 ] [ 2007 to 08 ] [ 2008 to 09 ] [ 2009 to 10 ] [ 2010 to 11 ] [ 2011 to 12 ] [ 2012 to 13 ] [ 2013 to 14 ] [ 2014 to 15 ] [ 2015 to 16 ] |
Previous Seminar : Next Seminar |
Seminar on Probability and Statistics Monday October 31 2016 Tokyo 123 4:50-5:40 pm
New Functionals inequalities via Stein's discrepancies
Giovanni Peccati Université du Luxembourg Abstract I will present a new set of functional inequalities involving the following four parameters associated with a given multidimensional distribution: the relative entropy, the relative Fisher information, the 2-Wasserstein distance, and the Stein discrepancy (which is a natural object arising in the framework of the Malliavin-Stein method on a Gaussian space). Our results improve the classical log-Sobolev inequality, as well Talagrand's transport inequality, and allow one to deduce new quantitative entropic limit theorems on Gaussian spaces. Joint works (JFA 2014 and GAFA 2015) with M. Ledoux (Toulouse), I. Nourdin (Luxembourg) and Y. Swan (Liège).
|
Previous Seminar : Next Seminar | Seminar on Probability and Statistics |