Variance reduced stochastic optimization over directed graphs with row and column stochastic weights

Muhammad I. Qureshi, Ran Xin, Soummya Kar +1

This paper proposes AB-SAGA, a first-order distributed stochastic optimization method to minimize a finite-sum of smooth and strongly convex functions distributed over an arbitrary…