Daniil Medyakov

According to our database, Daniil Medyakov authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Sign-SGD is the Golden Gate between Multi-Node to Single-Node Learning: Significant Boost via Parameter-Free Optimization.

Daniil Medyakov, Sergey Stanko, Gleb Molodtsov, Philip Zmushko, Grigoriy Evseev, Egor Petrov, Aleksandr Beznosikov

CoRR, June, 2025

Trial and Trust: Addressing Byzantine Attacks with Comprehensive Defense Strategy.

Gleb Molodtsov, Daniil Medyakov, Sergey Skorik, Nikolas Khachaturov, Shahane Tigranyan, Vladimir Aletov, Aram Avetisyan, Martin Takác, Aleksandr Beznosikov

CoRR, May, 2025

Variance Reduction Methods Do Not Need to Compute Full Gradients: Improved Efficiency through Shuffling.

Daniil Medyakov, Gleb Molodtsov, Saveliy Chezhegov, Alexey Rebrikov, Aleksandr Beznosikov

CoRR, February, 2025

When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities.

Gleb Molodtsov, Valery Parfenov, Egor Petrov, Grigoriy Evseev, Daniil Medyakov, Aleksandr Beznosikov

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Optimal Data Splitting in Distributed Optimization for Machine Learning.

Daniil Medyakov, Gleb Molodtsov, Aleksandr Beznosikov, Alexander V. Gasnikov

CoRR, 2024