PAC Confidence Predictions for Deep Neural Network Classifiers.

Sangdon Park Shuo Li Insup Lee Osbert Bastani

Published in: ICLR (2021)

Keyphrases

confidence estimates
confidence intervals
conformal prediction
sample size
pac learning
high confidence
confidence values
confidence levels
upper bound
confidence measure
noise tolerant
sample complexity
online auctions
databases
confidence level
confidence measures
neural network