49 citations · 104 across the 16 of their papers we have counts for
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cs.LG2022★ 1 cited
Multi-class Classification from Multiple Unlabeled Datasets with Partial Risk Regularization
Yuting Tang, Nan Lu, Tianyi Zhang +1
Recent years have witnessed a great success of supervised deep learning, where predictive models were trained from a large amount of fully labeled data. However, in practice, label…
cs.LG2022★ 6 cited
Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients
Nan Lu, Zhao Wang, Xiaoxiao Li +3
Supervised federated learning (FL) enables multiple clients to share the trained model without sharing their labeled data. However, potential clients might even be reluctant to lab…