Article-Journal

Stochastic Gradient Descent with Preconditioned Polyak Step-size

Oct 3, 2023

Stochastic Gradient Methods with Preconditioned Updates

Jun 1, 2022

Hyperfast Second-Order Local Solvers for Efficient Statistically Preconditioned Distributed Optimization

Feb 16, 2021

Inexact Tensor Methods and Their Application to Stochastic Convex Optimization

Dec 31, 2020

Recent Theoretical Advances in Non-Convex Optimization

Dec 11, 2020

Accelerated Meta-Algorithm for Convex Optimization Problems

Apr 18, 2020

Near-Optimal Hyperfast Second-Order Method for Convex Optimization

Feb 20, 2020

Optimal Combination of Tensor Optimization Methods

Feb 3, 2020

Composite Optimization for the Resource Allocation Problem

Oct 1, 2018

Universal Intermediate Gradient Method for Convex Problems with Inexact Oracle

Dec 17, 2017