Learning Regularization Parameters of Inverse Problems via Deep Neural Networks

Babak Maboudi Afkham, Julianne Chung, Matthias Chung

In this work, we describe a new approach that uses deep neural networks (DNN) to obtain regularization parameters for solving inverse problems. We consider a supervised learning ap…