New survey on stochastic optimization methods meet inverse problem.
New survey paper on inverse problem meets stochastic optimization methods.
Recently with my colleagues, we wrote a survey on stochastic optimization methods and large-scale inverse problems. In the survey, we present a comprehensive discussions on various types of stochastic optimization methods, and how they are utilized in solving large-scale inverse problems. Check this link for more details.