Greedy inference with structure-exploiting lazy maps

Michael C. Brennan, Daniele Bigoni, Olivier Zahm +2

We propose a framework for solving high-dimensional Bayesian inference problems using \emph{structure-exploiting} low-dimensional transport maps or flows. These maps are confined t…