Similarity-Driven Proposals for MCMC Algorithms on Discrete Spaces

Luca Aiello, Raffaele Argiento, Alexandros Beskos +1

Recent research has led to the development of MCMC algorithms with likelihood-informed proposals when targeting posterior distributions supported on discrete state spaces. Our work…