A. V. Lobanov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Power of Generalized Smoothness in Stochastic Convex Optimization: First- and Zero-Order Algorithms2025
• Nesterov’s Method of Dichotomy via Order Oracle: The Problem of Optimizing a Two-Variable Function on a Square2025
• Highly Smooth Zeroth-Order Methods for Solving Optimization Problems under the PL Condition2024 · аннотациясвернуть

  Abstract In this paper, we study the black box optimization problem under the Polyak–Lojasiewicz (PL) condition, assuming that the objective function is not just smooth, but has higher smoothness. By using…

• The “Black-Box” Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation2024
• Ruppert-Polyak averaging for Stochastic Order Oracle2024
• On quasi-convex smooth optimization problems by a comparison oracle2024
• Accelerated zero-order SGD under high-order smoothness and overparameterized regime2024
• Gradient-free Federated Learning Methods with l1 and l2-randomization for Non-smooth Convex Stochastic Optimization Problems2023 · аннотациясвернуть

  Abstract This paper studies non-smooth problems of convex stochastic optimization. Using the smoothing technique based on the replacement of the function value at the considered point by the averaged function value over…