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PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes.
Peter Grünwald
Thomas Steinke
Lydia Zakynthinou
Published in:
COLT (2021)
Keyphrases
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pac bayes
conditional mutual information
special case
risk bounds
vc dimension
mutual information
generalization bounds
worst case
decision trees
pattern recognition
lower bound
linear classifiers
data dependent