Learning via Surrogate PAC-Bayes

Antoine Picard-Weibel, Roman Moscoviz, Benjamin Guedj

PAC-Bayes learning is a comprehensive setting for (i) studying the generalisation ability of learning algorithms and (ii) deriving new learning algorithms by optimising a generalis…