Collective Proposal Distributions for Nonlinear MCMC samplers: Mean-Field Theory and Fast Implementation

Grégoire Clarté, Antoine Diez, Jean Feydy

Over the last decades, various "non-linear" MCMC methods have arisen. While appealing for their convergence speed and efficiency, their practical implementation and theoretical stu…