Learnable uncertainty under Laplace approximations.

Agustinus Kristiadi Matthias Hein Philipp Hennig

Published in: UAI (2021)

Keyphrases

uncertain data
expectation propagation
inherent uncertainty
database
genetic algorithm
learning algorithm
model selection
closed form
incomplete information
belief functions
artificial intelligence
efficient computation
decision theory
possibility theory
positive data
learning from positive data