How To Break Anonymity of the Netflix Prize Dataset, 2006. ,
"You Might Also Like:" Privacy Risks of Collaborative Filtering, 2011 IEEE Symposium on Security and Privacy, 2011. ,
DOI : 10.1109/SP.2011.40
Differential Privacy, ICALP, 2006. ,
DOI : 10.1007/11787006_1
Differentially Private Empirical Risk Minimization, Journal of Machine Learning Research, 2011. ,
What Can We Learn Privately, FOCS, 2008. ,
DOI : 10.1109/focs.2008.27
URL : http://arxiv.org/abs/0803.0924
Differentially private recommender systems, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '09, 2009. ,
DOI : 10.1145/1557019.1557090
Privacy-preserving statistical estimation with optimal convergence rates, Proceedings of the 43rd annual ACM symposium on Theory of computing, STOC '11, 2011. ,
DOI : 10.1145/1993636.1993743
Randomized Response: A Survey Technique for Eliminating Evasive Answer Bias, Journal of the American Statistical Association, vol.60, issue.309, 1965. ,
DOI : 10.1080/01621459.1965.10480775
The Limits of Two-Party Differential Privacy, 2010 IEEE 51st Annual Symposium on Foundations of Computer Science, 2010. ,
DOI : 10.1109/FOCS.2010.14
Bounds on the Sample Complexity for Private Learning and Private Data Release, TCC, 2010. ,
Differential privacy and robust statistics, Proceedings of the 41st annual ACM symposium on Symposium on theory of computing, STOC '09, 2009. ,
DOI : 10.1145/1536414.1536466
Local privacy and statistical minimax rates, FOCS, 2013. ,
DOI : 10.1109/focs.2013.53
Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting, IEEE Transactions on Information Theory, vol.55, issue.12, 2009. ,
DOI : 10.1109/TIT.2009.2032816
Stochastic blockmodels: First steps, Social Networks, vol.5, issue.2, 1983. ,
DOI : 10.1016/0378-8733(83)90021-7
Distributed User Profiling via Spectral Methods, Stochastic Systems, 2014. ,
DOI : 10.1145/1811039.1811098
URL : https://hal.archives-ouvertes.fr/hal-00976912
Information-Theoretic Limits of Selecting Binary Graphical Models in High Dimensions, IEEE Transactions on Information Theory, vol.58, issue.7, p.2639, 2009. ,
DOI : 10.1109/TIT.2012.2191659
The price of privacy in untrusted recommendation engines, 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2012. ,
DOI : 10.1109/Allerton.2012.6483317