LSB: Local Self-Balancing MCMC in Discrete Spaces

Emanuele Sansone

We present the Local Self-Balancing sampler (LSB), a local Markov Chain Monte Carlo (MCMC) method for sampling in purely discrete domains, which is able to autonomously adapt to th…