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Daniel Kifer, Adam D. Smith, Abhradeep Thakurta. Private Convex Optimization for Empirical Risk Minimization with Applications to High-dimensional Regression. Journal of Machine Learning Research, 23, 2012. [doi]
Abstract is missing.