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cs.LG2023★ 1 cited
Federated Learning with Extremely Noisy Clients via Negative Distillation
Yang Lu, Lin Chen, Yonggang Zhang +4
Federated learning (FL) has shown remarkable success in cooperatively training deep models, while typically struggling with noisy labels. Advanced works propose to tackle label noi…
cs.LG2023
Greedy PIG: Adaptive Integrated Gradients
Kyriakos Axiotis, Sami Abu-al-haija, Lin Chen +2
Deep learning has become the standard approach for most machine learning tasks. While its impact is undeniable, interpreting the predictions of deep learning models from a human pe…