Mitigating Memorization of Noisy Labels by Clipping the Model Prediction

Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu 0001, Bo An 0001, Yixuan Li. Mitigating Memorization of Noisy Labels by Clipping the Model Prediction. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 36868-36886, PMLR, 2023. [doi]

Abstract

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