Concentration - of - measure inequalities Lecture notes
نویسنده
چکیده
منابع مشابه
Concentration - of - measure inequalities Lecture notes by Gábor Lugosi
This text contains some of the material presented at the Summer
متن کامل18 . S 096 : Concentration Inequalities , Scalar and Matrix Versions
These are lecture notes not in final form and will be continuously edited and/or corrected (as I am sure it contains many typos). Please let me know if you find any typo/mistake. Also, I am posting short descriptions of these notes (together with the open problems) on my Blog, see [Ban15a]. Concentration and large deviations inequalities are among the most useful tools when understanding the pe...
متن کاملFactors affecting students tendency of Univercity students to Lecture Notes
Introduction: Many studies detected factors contributing to the students’ tendency to lecture notes. This study aimed at evaluating the factors affecting students tendency to lecture notes in Hormozgan University of Medical Sciences. Methods: In this descriptive study, 179 students from medicine, nursing & midwifery, health, and Paramedicine schools were selected through stratified random...
متن کاملMoment Inequalities for Functions of Independent Random Variables by Stéphane Boucheron,1 Olivier Bousquet,
A general method for obtaining moment inequalities for functions of independent random variables is presented. It is a generalization of the entropy method which has been used to derive concentration inequalities for such functions [Boucheron, Lugosi and Massart Ann. Probab. 31 (2003) 1583–1614], and is based on a generalized tensorization inequality due to Latała and Oleszkiewicz [Lecture Note...
متن کاملMeasure Concentration, Transportation Cost, and Functional Inequalities
— In these lectures, we present a triple description of the concentration of measure phenomenon, geometric (through BrunnMinkoswki inequalities), measure-theoretic (through transportation cost inequalities) and functional (through logarithmic Sobolev inequalities), and investigate the relationships between these various viewpoints. Special emphasis is put on optimal mass transportation and the ...
متن کامل