2 papers
cs.LG2026
A Multi-Step Inertial ADMM Algorithm for Federated Learning
Hao Li, Qingsong Wang, Xihong Yan +2
Federated learning has recently emerged as an important paradigm for large-scale distributed model training, which can be naturally formulated as a class of distributed learning pr…
math.OC2019
A Note On the Rank of the Optimal Matrix in Symmetric Toeplitz Matrix Completion Problem
Xihong Yan, Jiahao Guo, Yi Xu
We consider the symmetric Toeplitz matrix completion problem, whose matrix under consideration possesses specific row and column structures. This problem, which has wide applicatio…