Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso

Abhradeep Thakurta, Adam Smith. Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso. In Shai Shalev-Shwartz, Ingo Steinwart, editors, COLT 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, USA. Volume 30 of JMLR Proceedings, pages 819-850, JMLR.org, 2013. [doi]

Abstract

Abstract is missing.