2 papers
cs.LG2025
Distributed optimization: designed for federated learning
Wenyou Guo, Ting Qu, Chunrong Pan +1
Federated learning (FL), as a distributed collaborative machine learning (ML) framework under privacy-preserving constraints, has garnered increasing research attention in cross-or…
math.OC2025
A distributed augmented Lagrangian decomposition algorithm for constrained optimization
Wenyou Guo, Ting Qu, Hainan Huang +1
Within the framework of the augmented Lagrangian (AL), we propose a novel distributed optimization method, termed Distributed Augmented Lagrangian Decomposition (DALD), and provide…