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Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes

Published 13 Jul 2016 in cs.LG, cs.DS, math.PR, and stat.ML | (1607.03559v1)

Abstract: In this note we consider sampling from (non-homogeneous) strongly Rayleigh probability measures. As an important corollary, we obtain a fast mixing Markov Chain sampler for Determinantal Point Processes.

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