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The price of privately releasing contingency tables and the spectra of random matrices with correlated rows.
Shiva Prasad Kasiviswanathan
Mark Rudelson
Adam D. Smith
Jonathan R. Ullman
Published in:
STOC (2010)
Keyphrases
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contingency tables
differentially private
statistical inference
hypothesis testing
small number
differential privacy
disclosure risk
principal component analysis
privacy protection
personal data
rows and columns
maximum likelihood
raw data
feature extraction
transaction data
pairwise
multiscale