Sharp oracle inequalities and universality of the AIC and FPE

Moritz Jirak, Georg Köstenberger

In two landmark papers, Akaike introduced the AIC and FPE, demonstrating their significant usefulness for prediction. In subsequent seminal works, Shibata developed a notion of asy…