Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography

Harbir Antil, Zichao Di, Ratna Khatri

In this work we consider a generalized bilevel optimization framework for solving inverse problems. We introduce fractional Laplacian as a regularizer to improve the reconstruction…