A Near-Optimal Algorithm for Differentially-Private Principal Components
Kamalika Chaudhuri and Anand D. Sarwate and Kaushik Sinha

A Near-Optimal Algorithm for Differentially-Private Principal Components.pdf424.73kB
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Bibtex: 
@article{14:90,author={Kamalika Chaudhuri and Anand D. Sarwate and Kaushik Sinha}, Title={A Near-Optimal Algorithm for Differentially-Private Principal Components},journal={Journal of Machine Learning Research},volume={14}, url={http://jmlr.org/papers/volume14/chaudhuri13a/chaudhuri13a.pdf}}
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