Nonlinear Hamiltonian Monte Carlo & its Particle Approximation

Nawaf Bou-Rabee, Katharina Schuh

We present a nonlinear (in the sense of McKean) generalization of Hamiltonian Monte Carlo (HMC) termed nonlinear HMC (nHMC) capable of sampling from nonlinear probability measures…