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Sample-efficient proper PAC learning with approximate differential privacy.
Badih Ghazi
Noah Golowich
Ravi Kumar
Pasin Manurangsi
Published in:
CoRR (2020)
Keyphrases
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pac learning
differential privacy
sample size
differentially private
uniform distribution
sample complexity
lower bound
data sets
upper bound
learning problems
learning theory