Group Lasso merger for sparse prediction with high-dimensional categorical data

Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel

Sparse prediction with categorical data is challenging even for a moderate number of variables, because one parameter is roughly needed to encode one category or level. The Group L…