Search Results for author: Xiaozheng Fu

Found 2 papers, 0 papers with code

Decentralized Online Regularized Learning Over Random Time-Varying Graphs

no code implementations7 Jun 2022 Xiwei Zhang, Tao Li, Xiaozheng Fu

We study the decentralized online regularized linear regression algorithm over random time-varying graphs.

regression

Distributed Stochastic Optimization With Unbounded Subgradients Over Randomly Time-Varying Networks

no code implementations20 Aug 2020 Tao Li, Keli Fu, Yan Chen, Xiaozheng Fu, Alexander L. Fradkov

Motivated by distributed statistical learning over uncertain communication networks, we study distributed stochastic optimization by networked nodes to cooperatively minimize a sum of convex cost functions.

Stochastic Optimization

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