bixiao-zeng / CLC

CLC: A Consensus-based Label Correction Approach in Federated Learning

CLC: A Consensus-based Label Correction Approach in Federated Learning

Journal: Accepted by ACM Transactions on Intelligent Systems and Technology

Authors: BIXIAO ZENG, XIAODONG YANG, YIQIANG CHEN∗, HANCHAO YU, YINGWEI ZHANG

Url: https://dl.acm.org/doi/10.1145/3519311

Cite: Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Hanchao Yu, and Yingwei Zhang. 2022. CLC: A Consensus-based Label Correction Approach in Federated Learning. ACM Trans. Intell. Syst. Technol. 13, 5, Article 75 (October 2022), 23 pages. https://doi.org/10.1145/3519311

Getting Started

python3 CLC.py --dataset [cifar10] --noise_rate [0.3/0.4/0.5] --num_classes [10] --num_users [19]