Zeroth-Order Langevin Monte Carlo via SPSA under Noisy Function Measurements

Hongbo Li, James C. Spall

In sampling problems, gradient-based schemes such as Langevin Monte Carlo (LMC) mix faster than non-gradient-based methods, but their applicability is limited by access to the grad…