2021
Moment-Based Variational Inference for Stochastic Differential Equations
AISTATS 2021poster
Existing deterministic variational inference approaches for diffusion processes use simple proposals and target the marginal density of the posterior. We construct the variational process as a controlled version of the prior process and approximate the posterior by a set of moment functions. In comb…