2 papers
cs.LG2025
Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order
Egor Petrov, Grigoriy Evseev, Aleksey Antonov +4
Fine-tuning Large Language Models (LLMs) is essential for adapting pre-trained models to downstream tasks. Yet traditional first-order optimizers such as Stochastic Gradient Descen…
cs.SE2025
Targeted Test Selection Approach in Continuous Integration
Pavel Plyusnin, Aleksey Antonov, Vasilii Ermakov +4
In modern software development change-based testing plays a crucial role. However, as codebases expand and test suites grow, efficiently managing the testing process becomes increa…