Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions.

Ahmed M. Alaa Mihaela van der Schaar

Published in: ICML (2020)

Keyphrases

deep learning
higher order
unsupervised feature learning
unsupervised learning
weakly supervised
machine learning
feature extraction
natural images
mental models
pairwise
restricted boltzmann machine
semi supervised
data mining
decision making
markov random field
conditional random fields