A novel Deep Learning approach for one-step Conformal Prediction approximation.

Julia A. Meister Khuong An Nguyen Stelios Kapetanakis Zhiyuan Luo

Published in: CoRR (2022)

Keyphrases

deep learning
conformal prediction
unsupervised learning
machine learning
unsupervised feature learning
weakly supervised
ridge regression
confidence levels
data sets
computer vision
pairwise
image classification