Particle Flow Bayes' Rule

Xinshi Chen, Hanjun Dai, Le Song

Abstract: We present a particle flow realization of Bayes’ rule, where an ODE-based neural operator is used to transport particles from a prior to its posterior after a new observation. We prove that such an...