Katrina Ligett, Seth Neel, Aaron Roth, Bo Waggoner, Steven Z. Wu. Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 2563-2573, 2017. [doi]
Abstract is missing.