Roll-back Hamiltonian Monte Carlo

Kexin Yi, Finale Doshi-Velez

We propose a new framework for Hamiltonian Monte Carlo (HMC) on truncated probability distributions with smooth underlying density functions. Traditional HMC requires computing the…