publications

publications by categories in reversed chronological order

2025

  1. Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order
    Egor Petrov, Grigoriy Evseev, Aleksey Antonov, and 4 more authors
    2025
    arXiv
  2. 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, and 4 more authors
    2025
    arXiv
  3. Shuffling Heuristic in Variational Inequalities: Establishing New Convergence Guarantees
    Daniil Medyakov, Gleb Molodtsov, Grigoriy Evseev, and 2 more authors
    2025
    arXiv
  4. When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities
    Gleb Molodtsov, Valery Parfenov, Egor Petrov, and 3 more authors
    In The 41st Conference on Uncertainty in Artificial Intelligence, 2025
    Website
  5. Closing the Curvature Gap: Full Transformer Hessians and Their Implications for Scaling Laws
    Egor Petrov, Nikita Kiselev, Vladislav Meshkov, and 1 more author
    2025
    arXiv

2024

  1. Zero Order Algorithm for Decentralized Optimization Problems
    Andrey Sergeevich Veprikov, Egor Dmitrievich Petrov, GV Evseev, and 1 more author
    In Doklady Mathematics, 2024
    DOI