Convergence of Langevin AIS for multimodal distributions

Akshat Agarwal, Gautam Iyer, Aidan Jameson +2

We study convergence rates of the annealed importance sampling algorithm (Neal '01) combined with Langevin Monte Carlo when the target is a multimodal Gibbs measure. The main resul…