Kamalika Chaudhuri

Differentially Private Empirical Risk Minimization.

Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate · PubMed · 2011 · 865 citations · Full text

Computing, Computer Science, Data Mining +16

Multi-view clustering via canonical correlation analysis

Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu et al. · 2009 · 824 citations · Full text

Computing, Computer Science, Data Science +17

Differentially Private Empirical Risk Minimization

Kamalika Chaudhuri, Claire Monteleoni, Anand D. Sarwate · arXiv (Cornell University) · 2009 · 546 citations · Full text

Computing, Computer Science, Data Mining +16

Stochastic gradient descent with differentially private updates

Shuang Song, Kamalika Chaudhuri, Anand D. Sarwate · 2013 · 521 citations

Computing, Computer Science, Data Mining +13

Privacy-preserving logistic regression

Kamalika Chaudhuri, Claire Monteleoni · 2008 · 495 citations

Computing, Computer Science, Data Science +17