Michael Chertkov

Mean-field path-integral diffusion from samples to interacting agents

Abstract Moving probability distributions in the context of stochastic processes efficiently is central to modern generative modeling, uncertainty quantification, and control of large engineered systems. Most current methods generate temporal trajectories independently, leaving o...