Higher-Order Generalization Bounds: Learning Deep Probabilistic Programs via PAC-Bayes Objectives.

Jonathan Warrell Mark Gerstein

Published in: CoRR (2022)

Keyphrases

generalization bounds
higher order
learning problems
supervised learning
learning machines
pac bayes
pairwise
learning theory
learning algorithm
active learning
machine learning
reinforcement learning
real valued
generalization ability
statistical learning
data dependent