Scalable branch-and-bound model selection with non-monotonic criteria including AIC, BIC and Mallows's $C_p$

Jakob Vanhoefer, Antonia Körner, Domagoj Doresic +2

Model selection is a pivotal process in the quantitative sciences, where researchers must navigate between numerous candidate models of varying complexity. Traditional information…