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Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism

Aude Sportisse, Hugo Schmutz, Olivier Humbert, Charles Bouveyron, Pierre-Alexandre Mattei. Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. 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 32521-32539, PMLR, 2023. [doi]

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