most citedMethod with Batching for Stochastic Finite-Sum Variational Inequalities in Non-Euclidean Setting

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math.OC2024★ 1 cited

Method with Batching for Stochastic Finite-Sum Variational Inequalities in Non-Euclidean Setting

Alexander Pichugin, Maksim Pechin, Aleksandr Beznosikov +2

Variational inequalities are a universal optimization paradigm that incorporate classical minimization and saddle point problems. Nowadays more and more tasks require to consider s…

math.OC2021

Improved Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandit

Vasilii Novitskii, Alexander Gasnikov

We consider -smooth (satisfies the generalized Holder condition with parameter ) stochastic convex optimization problem with zero-order one-point oracle. The best known re…