Showing 2026 · math.OCShow all
2 papers · 2 filters
math.OC2026
A Line-search-free Method for Adaptive Decentralized Optimization
Xiaokai Chen, Ilya Kuruzov, Gesualdo Scutari
We study decentralized optimization over networks where agents cooperatively minimize a smooth (strongly) convex sum of local losses while communicating only with immediate neighbo…
math.OC2026
Adaptive Decentralized Composite Optimization via Three-Operator Splitting
Xiaokai Chen, Ilya Kuruzov, Gesualdo Scutari
The paper studies decentralized optimization over networks, where agents minimize a sum of {\it locally} smooth (strongly) convex losses and plus a nonsmooth convex extended value…