35 citations · 70 across the 5 of their papers we have counts for
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cs.LG2023★ 8 cited
CommunityAI: Towards Community-based Federated Learning
Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Federated Learning (FL) has emerged as a promising paradigm to train machine learning models collaboratively while preserving data privacy. However, its widespread adoption faces s…
cs.LG2023★ 35 cited
Federated Domain Generalization: A Survey
Ying Li, Xingwei Wang, Rongfei Zeng +4
Machine learning typically relies on the assumption that training and testing distributions are identical and that data is centrally stored for training and testing. However, in re…