Tighter Generalisation Bounds via Interpolation

Paul Viallard, Maxime Haddouche, Umut Şimşekli +1

This paper contains a recipe for deriving new PAC-Bayes generalisation bounds based on the $(f,\Gamma )$-divergence, and, in addition, presents PAC-Bayes generalisation bounds where we…