Adaptive, Distribution-Free Prediction Intervals for Deep Networks.

Danijel Kivaranovic Kory D. Johnson Hannes Leeb

Published in: AISTATS (2020)

Keyphrases

distribution free
prediction intervals
normal distribution
large deviations
regression model
machine learning
confidence level
dynamic programming
vc dimension
least squares
sample complexity