Conformal Prediction Sets with Limited False Positives.

Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay

Published in: ICML (2022)

Keyphrases

false positives
false negative
detection rate
conformal prediction
false positive rate
number of false positives
true positive
low false positive rate
tree ensembles
false alarms
confidence levels
learning algorithm
computer vision
feature selection
ridge regression