Modeling with Categorical Features via Exact Fusion and Sparsity Regularisation

Kayhan Behdin, Riade Benbaki, Peter Radchenko +1

We study the high-dimensional linear regression problem with categorical predictors that have many levels. We propose a new estimation approach, which performs model compression vi…