FedCorr: Multi-Stage Federated Learning for Label Noise Correction

Author:

Xu Jingyi1,Chen Zihan1,Quek Tony Q.S.1,Ernest Chong Kai Fong1

Affiliation:

1. Singapore University of Technology and Design

Funder

National Research Foundation

Publisher

IEEE

Reference38 articles.

1. mixup: Beyond empirical risk minimization;hongyi;International Conference on Learning Representations,0

2. A reputation mechanism is all you need: Collaborative fairness and adversarial robustness in federated learning;xu;International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML(FL-ICML'21),0

3. Training classifiers that are universally robust to all label noise levels;jingyi;2021 International Joint Conference on Neural Networks (IJCNN),0

4. Learning from massive noisy labeled data for image classification;xiao;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,0

5. Part-dependent label noise: Towards instance-dependent label noise;xia;NeurIPS,2020

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