Improved Langevin Monte Carlo for stochastic optimization via landscape modification

Michael C. H. Choi, Youjia Wang

Given a target function $H$ to minimize or a target Gibbs distribution ${\pi }_{\beta }^0\propto e^{-\beta H}$ to sample from in the low temperature, in this paper we propose and analyze Langevin…