2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
NeurIPS 2022accept
The multiple-try Metropolis (MTM) algorithm is an extension of the Metropolis-Hastings (MH) algorithm by selecting the proposed state among multiple trials according to some weight function. Although MTM has gained great popularity owing to its faster empirical convergence and mixing than the standa…