Exponential ergodicity of the bouncy particle sampler

Nonreversible Markov chain Monte Carlo schemes based on piecewise deterministic Markov processes have been recently introduced in applied probability, automatic control, physics and statistics. Although these algorithms demonstrate experimentally good performance and are accordingly increasingly use...

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Bibliographic Details
Main Authors: Deligiannidis, G, Bouchard-Cote, A, Doucet, A
Format: Journal article
Published: Institute of Mathematical Statistics 2019