When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities. - Gleb Molodtsov; Valery Parfenov; Egor Petrov; Grigoriy Evseev; Daniil Medyakov; Aleksandr Beznosikov (UAI, 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, 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, 2025)