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High probability generalization bounds for uniformly stable algorithms with nearly optimal rate.
Vitaly Feldman
Jan Vondrák
Published in:
COLT (2019)
Keyphrases
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generalization bounds
worst case
theoretical analysis
data dependent
learning algorithm
model selection
feature selection
pattern recognition
level set
machine learning algorithms
sample size