no code implementations • 20 Aug 2023 • Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu
Distributed stochastic optimization methods based on Newton's method offer significant advantages over first-order methods by leveraging curvature information for improved performance.
no code implementations • 15 Nov 2020 • Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng
In this paper, we study a distributed privacy-preserving learning problem in social networks with general topology.