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Filters: Author is Sarwate, Anand D [Clear All Filters]
Protecting count queries in study design. J Am Med Inform Assoc. 2012 ..
Differentially Private Empirical Risk Minimization. J Mach Learn Res. 2011 ;12:1069-1109..
Near-Optimal Algorithms for Differentially-Private Principal Components. Neural Information Processing Systems (NIPS). 2012 ..
Privacy technology to support data sharing for comparative effectiveness research: a systematic review. Med Care. 2013 ;51(8 Suppl 3):S58-65..
Learning from Data with Heterogeneous Noise using SGD. In: 18th International Conference on Artificial Intelligence and Statistics (AISTATS). 18th International Conference on Artificial Intelligence and Statistics (AISTATS). ; 2015..
Signal Processing and Machine Learning with Differential Privacy: Algorithms and challenges for continuous data. IEEE Signal Process Mag. 2013 ;30(5):86-94..