Ning Chu

Deep Learning and Bayesian inference for Inverse Problems

2023 · arXiv (Cornell University)

Inverse problems arise anywhere we have indirect measurement. As, in general they are ill-posed, to obtain satisfactory solutions for them needs prior knowledge. Classically, different regularization methods and Bayesian inference based methods have been proposed. …