Title
A Tail Bound for Read-k Families of Functions
Abstract
We prove a Chernoff-like large deviation bound on the sum of non-independent random variables that have the following dependence structure. The variables Y1,',Yr are arbitrary [0,1]-valued functions of independent random variables X1,',Xm, modulo a restriction that every Xi influences at most k of the variables Y1,',Yr. © 2014 Wiley Periodicals, Inc. Random Struct. Alg., 47, 99-108, 2015
Year
DOI
Venue
2012
10.1002/rsa.20532
Random Structures and Algorithms
Keywords
DocType
Volume
chernoff bounds,information theory
Journal
abs/1205.1478
Issue
ISSN
Citations 
1
1042-9832
9
PageRank 
References 
Authors
0.83
7
4
Name
Order
Citations
PageRank
Dmitry Gavinsky116620.21
Shachar Lovett252055.02
Michael Saks32595302.11
Srikanth Srinivasan413221.31