Information Sciences · 2023 · 11 citations · 14 references
ComputingComputer ScienceMachine LearningClassificationDeep LearningNeural NetworksNoisePattern RecognitionSupervised LearningContrastive LearningLabel Noise MitigationLabel Noise ModelingLabel Noise RobustnessLabels
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Advances in Neural Information Processing Systems 29
Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations
Learning with Local and Global Consistency
Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal et al. · MPG.PuRe (Max Planck Society) · 2003 · 3.8K citations · Full text
Understanding deep learning (still) requires rethinking generalization
Chiyuan Zhang, Samy Bengio, Moritz Hardt et al. · Communications of the ACM · 2021 · 2.3K citations · Full text