Andrey Veprikov

According to our database, Andrey Veprikov authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Preconditioned Norms: A Unified Framework for Steepest Descent, Quasi-Newton and Adaptive Methods.

Andrey Veprikov, Arman Bolatov, Samuel Horváth, Aleksandr Beznosikov, Martin Takác, Slavomír Hanzely

CoRR, October, 2025

Faster Than SVD, Smarter Than SGD: The OPLoRA Alternating Update.

Abdulla Jasem Almansoori, Maria Ivanova, Andrey Veprikov, Aleksandr Beznosikov, Samuel Horváth, Martin Takác

CoRR, September, 2025

Aligning Distributionally Robust Optimization with Practical Deep Learning Needs.

Dmitrii Feoktistov, Igor Ignashin, Andrey Veprikov, Nikita Borovko, Alexander Bogdanov, Savelii Chezhegov, Aleksandr Beznosikov

CoRR, August, 2025

Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order.

Egor Petrov, Grigoriy Evseev, Aleksey Antonov, Andrey Veprikov, Pavel Plyusnin, Nikolay Bushkov, Stanislav Moiseev, Aleksandr Beznosikov

CoRR, June, 2025

WeightLoRA: Keep Only Necessary Adapters.

Andrey Veprikov, Vladimir Solodkin, Alexander Zyl, Andrey Savchenko, Aleksandr Beznosikov

CoRR, June, 2025

2024

A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems.

Andrey Veprikov, Alexander Afanasiev, Anton Khritankov

CoRR, 2024