LapRamp: a noise resistant classification algorithm based on manifold regularization
Author:
Funder
Key Technologies Research and Development Program
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
https://link.springer.com/content/pdf/10.1007/s10489-023-04825-9.pdf
Reference35 articles.
1. Manwani N, Sastry P (2013) Noise tolerance under risk minimization. IEEE T Cybern 43(3):1146–1151
2. Ghosh A, Manwani N, Sastry P (2015) Making risk minimization tolerant to label noise. Neurocomputing 160:93–107
3. Bootkrajang J, Chaijaruwanich J (2020) Towards instance-dependent label noise-tolerant classification: a probabilistic approach. Pattern Anal Appl 23:95–111
4. Ma Z, Zhan Z, Feng Z, Guo J (2020) Manifold learning based on straightlike geodesics and local coordinates. IEEE T Neur Net Lear 32(11):4956–4970
5. Zhang Z, Sabuncu M (2018) Generalized cross entropy loss for training deep neural networks with noisy labels. Adv Neural Inf Process Syst 31
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