Probabilistic Conformal Prediction Using Conditional Random Samples.

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

Published in: CoRR (2022)

Keyphrases

random samples
conformal prediction
random sampling
standard deviation
sample size
uniform distribution
confidence levels
random projections
ridge regression
probabilistic model
generative model
parameter estimation
positive and negative
data sets
sparse data
random sample
bayesian networks