Solving Bayesian Inverse Problems via Variational Autoencoders

no code implementations • 5 Dec 2019 • Hwan Goh, Sheroze Sheriffdeen, Jonathan Wittmer, Tan Bui-Thanh

Further, this framework possesses an inherent adaptive optimization property that emerges through the learning of the posterior uncertainty.

Uncertainty Quantification Variational Inference