Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems

Yaozhong Shi, Zachary E. Ross, Yisong Yue

Principled regression for stochastic processes is a long-standing challenge with deep connections to scientific inverse problems. We introduce Flow Annealing Posterior Sampling (FA…