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PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction.
Apoorva Sharma
Sushant Veer
Asher Hancock
Heng Yang
Marco Pavone
Anirudha Majumdar
Published in:
NeurIPS (2023)
Keyphrases
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pac bayes
conformal prediction
risk bounds
generalization bounds
confidence levels
data dependent
machine learning
linear classifiers
ridge regression
multi class
learning theory
lower bound
ranking algorithm
k nearest neighbour