Mixed Hamiltonian Monte Carlo for Mixed Discrete and Continuous Variables

Guangyao Zhou

Hamiltonian Monte Carlo (HMC) has emerged as a powerful Markov Chain Monte Carlo (MCMC) method to sample from complex continuous distributions. However, a fundamental limitation of…