Adaptive Equi-Energy Sampler : Convergence and Illustration

Amandine Schreck, Gersende Fort, Eric Moulines

Markov chain Monte Carlo (MCMC) methods allow to sample a distribution known up to a multiplicative constant. Classical MCMC samplers are known to have very poor mixing properties…