Automated Model Selection for Generalized Linear Models

Benjamin Schwendinger, Florian Schwendinger, Laura Vana-Gür

In this paper, we show how mixed-integer conic optimization can be used to combine feature subset selection with holistic generalized linear models to fully automate the model sele…