Binarsity: a penalization for one-hot encoded features in linear supervised learning

Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux. Binarsity: a penalization for one-hot encoded features in linear supervised learning. Journal of Machine Learning Research, 20, 2019. [doi]

@article{AlayaBGG19,
  title = {Binarsity: a penalization for one-hot encoded features in linear supervised learning},
  author = {Mokhtar Z. Alaya and Simon Bussy and Stéphane Gaïffas and Agathe Guilloux},
  year = {2019},
  url = {http://jmlr.org/papers/v20/17-170.html},
  researchr = {https://researchr.org/publication/AlayaBGG19},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {20},
}