Probabilistic Conformal Prediction Using Conditional Random Samples.

Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei

Published in: AISTATS (2023)

Keyphrases

random samples
conformal prediction
random sampling
uniform distribution
standard deviation
sample size
ridge regression
probabilistic model
sparse data
bayesian networks
neural network
knn
confidence levels
upper bound
k nearest neighbor
random sample
data streams