A Parameter-free Decentralized Algorithm for Composite Convex Optimization
Xiaokai Chen, Ilya Kuruzov, Gesualdo Scutari, Alexander Gasnikov
To appear on the 64th IEEE Conference on Decision and Control (CDC 2025)
Adaptive Stepsize Selection in Decentralized Convex Optimization
Ilya Kuruzov, Xiaokai Chen, Gesualdo Scutari, Alexander Gasnikov
arXiv preprint arXiv:2507.23725, 2025
DCatalyst: A Unified Accelerated Framework for Decentralized Optimization
Tianyu Cao, Xiaokai Chen, Gesualdo Scutari
arXiv preprint arXiv:2501.18114, 2025
Enhancing Convergence of Decentralized Gradient Tracking under the KL Property
Xiaokai Chen, Tianyu Cao, Gesualdo Scutari
arXiv preprint arXiv:2412.09556, 2024