New particle representations for ergodic McKean-Vlasov SDEs

The aim of this paper is to introduce several new particle representations for ergodic McKean-Vlasov SDEs. We construct new algorithms by leveraging recent progress in weak convergence analysis of interacting particle system. We present detailed analysis of errors and associated costs of various est...

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Bibliographic Details
Main Authors: AlRachid Houssam, Bossy Mireille, Ricci Cristiano, Szpruch Lukasz
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:ESAIM: Proceedings and Surveys
Online Access:https://www.esaim-proc.org/articles/proc/pdf/2019/01/proc196504.pdf