Improving Group Lasso for high-dimensional categorical data

Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel +1

Sparse modelling or model selection with categorical data is challenging even for a moderate number of variables, because one parameter is roughly needed to encode one category or…