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Faster Sublinear Algorithms using Conditional Sampling

Published • Jan 1, 2017
NobleIDNI7P20W53R03S46
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 [7, 6] has shown that having access to such a conditional sampling oracle requires only polylogarithmic or even ...

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