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Consensus‐based sampling

Published in Studies in Applied Mathematics • Jan 5, 2022
Authors:
José A. Carrillo
,
Franca Hoffmann
,
Andrew M. Stuart

Abstract

Abstract We propose a novel method for sampling and optimization tasks based on a stochastic interacting particle system. We explain how this method can be used for the following two goals: (i) generating approximate samples from a given target distribution and (ii) optimizing a given objective func...

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