Improving Generalization of Complex Models under Unbounded Loss Using PAC-Bayes Bounds

Xitong Zhang, Avrajit Ghosh, Guangliang Liu +1

Previous research on PAC-Bayes learning theory has focused extensively on establishing tight upper bounds for test errors. A recently proposed training procedure called PAC-Bayes t…