New concentration inequalities in product spaces

被引:276
作者
Talagrand, M [1 ]
机构
[1] OHIO STATE UNIV,DEPT MATH,COLUMBUS,OH 43210
关键词
D O I
10.1007/s002220050108
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We introduce three new ways to measure the ''distance'' from a point to a subset of a product space and we prove corresponding concentration inequalities. Each of them allows to control the fluctuation of a new class of random variables.
引用
收藏
页码:505 / 563
页数:59
相关论文
共 16 条
[11]  
PISIER G, 1986, LECT NOTES MATH, V1206, P167
[12]  
Talagrand M, 1996, ANN PROBAB, V24, P1
[13]   SHARPER BOUNDS FOR GAUSSIAN AND EMPIRICAL PROCESSES [J].
TALAGRAND, M .
ANNALS OF PROBABILITY, 1994, 22 (01) :28-76
[14]  
TALAGRAND M, 1995, PUBLICATIONS IHES, V81, P73
[15]  
Talagrand M., 1995, Geometric aspects of functional analysis (Israel 1992-1994), V77, P295
[16]  
TALAGRAND M, 1992, GEOMETRIC FUNCTIONAL, V2, P119