A note on generalization bounds for losses with finite moments

Borja Rodríguez-Gálvez, Omar Rivasplata, Ragnar Thobaben +1

This paper studies the truncation method from Alquier [1] to derive high-probability PAC-Bayes bounds for unbounded losses with heavy tails. Assuming that the $p$-th moment is boun…