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cs.LG2022
Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles
Xiaoyan Liu, Zehui Dong, Zhiwei Xu +2
Advanced researches on connected vehicles have recently targeted to the integration of vehicle-to-everything (V2X) networks with Machine Learning (ML) tools and distributed decisio…
cs.LG2021
A Discrete-event-based Simulator for Distributed Deep Learning
Xiaoyan Liu, Zhiwei Xu, Yana Qin +1
New intelligence applications are driving increasing interest in deploying deep neural networks (DNN) in a distributed way. To set up distributed deep learning involves alterations…