PAC Confidence Predictions for Deep Neural Network Classifiers.

Sangdon Park Shuo Li Osbert Bastani Insup Lee

Published in: CoRR (2020)

Keyphrases

confidence estimates
confidence intervals
confidence values
confidence measure
sample size
conformal prediction
confidence measures
pac learning
high confidence
databases
confidence level
noise tolerant
sample complexity
upper bound
pac bayesian
special case
bayesian networks