Search Results for author: Chencheng Ye

Found 2 papers, 1 papers with code

Sample-based and Feature-based Federated Learning for Unconstrained and Constrained Nonconvex Optimization via Mini-batch SSCA

1 code implementation13 Apr 2021 Ying Cui, Yangchen Li, Chencheng Ye

We show that the proposed FL algorithms converge to stationary points and Karush-Kuhn-Tucker (KKT) points of the respective unconstrained and constrained nonconvex problems, respectively.

Federated Learning

Sample-based Federated Learning via Mini-batch SSCA

no code implementations17 Mar 2021 Chencheng Ye, Ying Cui

In this paper, we investigate unconstrained and constrained sample-based federated optimization, respectively.

Federated Learning Privacy Preserving

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