On the convergence of stochastic variance reduced gradient for linear inverse problems

Bangti Jin, Zehui Zhou

Stochastic variance reduced gradient (SVRG) is an accelerated version of stochastic gradient descent based on variance reduction, and is promising for solving large-scale inverse p…