2022
A Unified View on PAC-Bayes Bounds for Meta-Learning
ICML 2022spotlight
Meta learning automatically infers an inductive bias, that includes the hyperparameter of the baselearning algorithm, by observing data from a finite number of related tasks. This paper studies PAC-Bayes bounds on meta generalization gap. The meta-generalization gap comprises two sources of generali…