542 citations · 1.1k across the 46 of their papers we have counts for
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cs.LG2009★ 542 cited
Differentially Private Empirical Risk Minimization
Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate
Privacy-preserving machine learning algorithms are crucial for the increasingly common setting in which personal data, such as medical or financial records, are analyzed. We provid…
cs.CR2009★ 5 cited
Privacy constraints in regularized convex optimization
Kamalika Chaudhuri, Anand D. Sarwate
This paper is withdrawn due to some errors, which are corrected in arXiv:0912.0071v4 [cs.LG].