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Research Details
t-Wise Independence with Local Dependencies, Information Processing Letters
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.
Type
Article
Author(s)
Ronen Gradwohl, Amir Yehudayoff
Date Published
2008
Citations
Gradwohl, Ronen, and Amir Yehudayoff. 2008. t-Wise Independence with Local Dependencies. Information Processing Letters.: 208-212.