Mean-Field Langevin Diffusions with Density-dependent Temperature

Yu-Jui Huang, Zachariah Malik

In the context of non-convex optimization, we let the temperature of a Langevin diffusion to depend on the diffusion's own density function. The rationale is that the induced densi…