Consistency-Based Semi-supervised Active Learning: Towards Minimizing Labeling Cost

Author:

Gao Mingfei,Zhang Zizhao,Yu Guo,Arık Sercan Ö.,Davis Larry S.,Pfister Tomas

Publisher

Springer International Publishing

Reference55 articles.

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3. Balcan, M.F., Broder, A., Zhang, T.: Margin based active learning. In: International Conference on Computational Learning Theory (2007)

4. Beluch, W.H., Genewein, T., Nürnberger, A., Köhler, J.M.: The power of ensembles for active learning in image classification (2018)

5. Berthelot, D., Carlini, N., Goodfellow, I., Papernot, N., Oliver, A., Raffel, C.: Mixmatch: a holistic approach to semi-supervised learning. arXiv preprint arXiv:1905.02249 (2019)

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