@inproceedings{NIPS2012_f770b62b, author = {Chaudhuri, Kamalika and Sarwate, Anand and Sinha, Kaushik}, booktitle = {Advances in Neural Information Processing Systems}, editor = {F. Pereira and C.J. Burges and L. Bottou and K.Q. Weinberger}, pages = {}, publisher = {Curran Associates, Inc.}, title = {Near-optimal Differentially Private Principal Components}, url = {https://proceedings.neurips.cc/paper_files/paper/2012/file/f770b62bc8f42a0b66751fe636fc6eb0-Paper.pdf}, volume = {25}, year = {2012} }