Data-driven stochastic asymptotic regularization for ill-posed inverse problems with a posteriori and heuristic stopping

Simran Soni, Harshit Bajpai, Ankik Kumar Giri

A novel Data-driven STochastic Asymptotic Regularization (\texttt{D-STAR}) method is proposed for solving linear and nonlinear ill-posed inverse problems, which incorporates a data…