Scalable conditional deep inverse Rosenblatt transports using tensor-trains and gradient-based dimension reduction

Tiangang Cui, Sergey Dolgov, Olivier Zahm

We present a novel offline-online method to mitigate the computational burden of the characterization of posterior random variables in statistical learning. In the offline phase, t…