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]

Authors

Aude Sportisse

This author has not been identified. Look up 'Aude Sportisse' in Google

Hugo Schmutz

This author has not been identified. Look up 'Hugo Schmutz' in Google

Olivier Humbert

This author has not been identified. Look up 'Olivier Humbert' in Google

Charles Bouveyron

This author has not been identified. Look up 'Charles Bouveyron' in Google

Pierre-Alexandre Mattei

This author has not been identified. Look up 'Pierre-Alexandre Mattei' in Google