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Faster Sublinear Algorithms using Conditional Sampling

Published in arXiv (Cornell University) • Aug 16, 2016
Authors:
Themistoklis Gouleakis
,
Christos Tzamos
,
Manolis Zampetakis

Abstract

A conditional sampling oracle for a probability distribution D returns samples from the conditional distribution of D restricted to a specified subset of the domain. A recent line of work (Chakraborty et al. 2013 and Cannone et al. 2014) has shown that having access to such a conditional sampling or...

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