Repelling-Attracting Hamiltonian Monte Carlo

Siddharth Vishwanath, Hyungsuk Tak

We propose a variant of Hamiltonian Monte Carlo (HMC), called the Repelling-Attracting Hamiltonian Monte Carlo (RAHMC), for sampling from multimodal distributions. The key idea tha…