Linear predictor on linearly-generated data with missing values: non consistency and solutions

Marine Le Morvan, Nicolas Prost, Julie Josse, Erwan Scornet, Gaël Varoquaux. Linear predictor on linearly-generated data with missing values: non consistency and solutions. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 3165-3174, PMLR, 2020. [doi]

@inproceedings{MorvanPJSV20,
  title = {Linear predictor on linearly-generated data with missing values: non consistency and solutions},
  author = {Marine Le Morvan and Nicolas Prost and Julie Josse and Erwan Scornet and Gaël Varoquaux},
  year = {2020},
  url = {http://proceedings.mlr.press/v108/morvan20a.html},
  researchr = {https://researchr.org/publication/MorvanPJSV20},
  cites = {0},
  citedby = {0},
  pages = {3165-3174},
  booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}