Variational objectives for amortized Bayesian inference in inverse problems: The role of posterior conditioning

Abhishek Srivastava, Arijit Hazra, Rajesh Dubbaku

Variational autoencoders (VAEs) offer an efficient approach to amortized Bayesian inference for inverse problems, but posterior accuracy can depend strongly on the choice of variat…