54 citations · 74 across the 3 of their papers we have counts for
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cs.LG2021★ 11 cited
Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges
Zhaohua Zheng, Yize Zhou, Yilong Sun +3
Federated learning plays an important role in the process of smart cities. With the development of big data and artificial intelligence, there is a problem of data privacy protecti…
cs.LG2020
FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning
Boyi Liu, Bingjie Yan, Yize Zhou +2
Federated Learning (FL) creates an ecosystem for multiple agents to collaborate on building models with data privacy consideration. The method for contribution measurement of each…