Inconsistency of cross-validation for structure learning in Gaussian graphical models

Zhao Lyu, Wai Ming Tai, Mladen Kolar +1

Despite numerous years of research into the merits and trade-offs of various model selection criteria, obtaining robust results that elucidate the behavior of cross-validation rema…