PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures

Hind Atbir, Farah Cherfaoui, Guillaume Metzler +2

PAC generalization bounds on the risk, when expressed in terms of the expected loss, are often insufficient to capture imbalances between subgroups in the data. To overcome this li…