Kamalika Chaudhuri, Anand D. Sarwate, Kaushik Sinha. A near-optimal algorithm for differentially-private principal components. Journal of Machine Learning Research, 14(1):2905-2943, 2013. [doi]
@article{ChaudhuriSS13,
title = {A near-optimal algorithm for differentially-private principal components},
author = {Kamalika Chaudhuri and Anand D. Sarwate and Kaushik Sinha},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2567754},
researchr = {https://researchr.org/publication/ChaudhuriSS13},
cites = {0},
citedby = {0},
journal = {Journal of Machine Learning Research},
volume = {14},
number = {1},
pages = {2905-2943},
}