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Differentially Private Empirical Risk Minimization.
Kamalika Chaudhuri
Claire Monteleoni
Anand D. Sarwate
Published in:
J. Mach. Learn. Res. (2011)
Keyphrases
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differentially private
empirical risk minimization
differential privacy
uniform convergence
statistical learning theory
empirical risk
vc dimension
rates of convergence
phase transition
computationally tractable
loss function
generalization bounds
high dimensional
upper bound
contingency tables
risk minimization