A Unifying Framework for Variance Reduction Algorithms for Finding Zeroes of Monotone Operators

Xun Zhang, William B. Haskell, Zhisheng Ye

It is common to encounter large-scale monotone inclusion problems where the objective has a finite sum structure. We develop a general framework for variance-reduced forward-backwa…