Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation

Arno Solin, Ella Tamir, Prakhar Verma

Simulation-based techniques such as variants of stochastic Runge-Kutta are the de facto approach for inference with stochastic differential equations (SDEs) in machine learning. Th…