Stochastic gradient descent method with convex penalty for ill-posed problems in Banach spaces

Ruixue Gu, Zhenwu Fu, Bo Han +1

In this work, we investigate a stochastic gradient descent method for solving inverse problems that can be written as systems of linear or nonlinear ill-posed equations in Banach s…