A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Anastasios N. Angelopoulos Stephen Bates

Published in: CoRR (2021)

Keyphrases

distribution free
conformal prediction
large deviations
normal distribution
confidence levels
vc dimension
ridge regression
gentle introduction
functional programming
data mining
k nearest neighbour
statistical analysis
sample complexity