5 citations · 5 across the 2 of their papers we have counts for
2 papers
math.OC2024
Optimal Analysis of Method with Batching for Monotone Stochastic Finite-Sum Variational Inequalities
Alexander Pichugin, Maksim Pechin, Aleksandr Beznosikov +1
Variational inequalities are a universal optimization paradigm that is interesting in itself, but also incorporates classical minimization and saddle point problems. Modern realiti…
math.OC2022★ 5 cited
A Unified Analysis of Variational Inequality Methods: Variance Reduction, Sampling, Quantization and Coordinate Descent
Aleksandr Beznosikov, Alexander Gasnikov, Karina Zainulina +2
In this paper, we present a unified analysis of methods for such a wide class of problems as variational inequalities, which includes minimization problems and saddle point problem…