PAC-Bayes unleashed: generalisation bounds with unbounded losses

Maxime Haddouche, Benjamin Guedj, Omar Rivasplata +1

We present new PAC-Bayesian generalisation bounds for learning problems with unbounded loss functions. This extends the relevance and applicability of the PAC-Bayes learning framew…