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Information Processing Letters
Volume 106, Issue 5, 31 May 2008, Pages 208-212
 
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doi:10.1016/j.ipl.2007.11.010    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2007 Elsevier B.V. All rights reserved.

t-Wise independence with local dependencies

Ronen GradwohlCorresponding Author Contact Information, 1, a, E-mail The Corresponding Author and Amir Yehudayoff2, a, E-mail The Corresponding Author

aDepartment of Computer Science and Applied Mathematics, The Weizmann Institute of Science, Rehovot, 76100 Israel

Received 24 September 2007; 
revised 25 October 2007; 
accepted 16 November 2007. 
Communicated by C. Scheideler. 
Available online 19 November 2007.

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Abstract

In this note we prove a large deviation bound on the sum of random variables with the following dependency structure: there is a dependency graph G with a bounded chromatic number, in which each vertex represents a random variable. Variables that are represented by neighboring vertices may be arbitrarily dependent, but collections of variables that form an independent set in G are t-wise independent.

Keywords: Combinatorial problems; Limited independence; Large deviation bounds


 
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