A near-optimal algorithm for differentially-private principal components.

Kamalika Chaudhuri Anand D. Sarwate Kaushik Sinha

Published in: J. Mach. Learn. Res. (2013)

Keyphrases

principal components
learning algorithm
data sets
worst case
information retrieval
similarity measure
preprocessing
probabilistic model
data mining
objective function
principal component analysis
input data
differentially private