Let data talk: data-regularized operator learning theory for inverse problems

Ke Chen, Chunmei Wang, Haizhao Yang

Regularization plays a pivotal role in integrating prior information into inverse problems. While many deep learning methods have been proposed to solve inverse problems, determini…