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)