CE-Fed: Communication efficient multi-party computation enabled federated learning

Author:

Kanagavelu Renuga,Wei Qingsong,Li ZengxiangORCID,Zhang Haibin,Samsudin Juniarto,Yang Yechao,Goh Rick Siow Mong,Wang Shangguang

Publisher

Elsevier BV

Subject

General Computer Science

Reference45 articles.

1. Resource-aware feature extraction in mobile edge computing;Ding;IEEE Trans Mob Comput,2020

2. Lian Xiangru, Zhang Ce, Zhang Huan, Hsieh Cho-Jui, Zhang Wei, Liu Ji. Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent. In: NIPS. 2017.

3. Querying in internet of things with privacy preserving: Challenges, solutions and opportunities;Ren;IEEE Netw,2018

4. Analyzing gender inequality through large-scale facebook advertising data;Garcia;Proc Natl Acad Sci,2018

5. Federated learning: Collaborative machine learning without centralized training data;McMahan,2017

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