Consensus-based sampling

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 function. The...

Full description

Bibliographic Details
Main Authors: Carrillo, JA, Hoffmann, F, Stuart, AM, Vaes, U
Format: Journal article
Language:English
Published: Wiley 2022