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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:
CoRR (2023)
Keyphrases
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pac bayes
conformal prediction
generalization bounds
risk bounds
data dependent
linear classifiers
confidence levels
learning theory
ridge regression
generalization ability
empirical risk minimization
active learning
neural network
k nearest neighbour
least squares
upper bound
machine learning