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

Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas +1

This paper deals with the problem of large-scale linear supervised learning in settings where a large number of continuous features are available. We propose to combine the well-kn…