PAC-Bayes Unleashed: Generalisation Bounds with Unbounded Losses.

Maxime Haddouche Benjamin Guedj Omar Rivasplata John Shawe-Taylor

Published in: Entropy (2021)

Keyphrases

pac bayes
risk bounds
generalization bounds
linear classifiers
data dependent
generalization ability
learning theory
learning algorithm
statistical learning theory
empirical risk minimization
multi class
random variables
stochastic processes