164 citations · 625 across the 62 of their papers we have counts for
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cs.LG2020★ 13 cited
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets
Yanjie Dong, Georgios B. Giannakis, Tianyi Chen +3
This work investigates fault-resilient federated learning when the data samples are non-uniformly distributed across workers, and the number of faulty workers is unknown to the cen…
cs.LG2019
Secure Distributed On-Device Learning Networks With Byzantine Adversaries
Yanjie Dong, Julian Cheng, Md. Jahangir Hossain +1
The privacy concern exists when the central server has the copies of datasets. Hence, there is a paradigm shift for the learning networks to change from centralized in-cloud learni…