Federated Deep AUC Maximization for Heterogeneous Data
with a Constant Communication Complexity
Zhuoning Yuan * 1 Zhishuai Guo * 1 Yi Xu 2 Yiming Ying 3 Tianbao Yang 1
Abstract distributed over multiple clients, e.g., mobile phones, organi-
zations. An important feature of FL is that the data remains
Deep AUC (area under the ROC curve)
at its own clients, allowing the pres ...


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