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math.OC2019
A Proximal-Point Algorithm with Variable Sample-sizes (PPAWSS) for Monotone Stochastic Variational Inequality Problems
Afrooz Jalilzadeh, Uday V. Shanbhag
We consider a stochastic variational inequality (SVI) problem with a continuous and monotone mapping over a closed and convex set. In strongly monotone regimes, we present a variab…
math.OC2019★ 3 cited
On the analysis of variance-reduced and randomized projection variants of single projection schemes for monotone stochastic variational inequality problems
Shisheng Cui, Uday V. Shanbhag
Classical extragradient schemes and their stochastic counterpart represent a cornerstone for resolving monotone variational inequality problems. Yet, such schemes have a per-iterat…