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Sample-efficient proper PAC learning with approximate differential privacy.
Badih Ghazi
Noah Golowich
Ravi Kumar
Pasin Manurangsi
Published in:
STOC (2021)
Keyphrases
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pac learning
differential privacy
sample size
differentially private
uniform distribution
privacy preserving
learning problems
membership queries
learning theory
upper bound
sample complexity
privacy preservation
privacy guarantees