Private Stochastic Convex Optimization with Optimal Rates

Raef Bassily, Vitaly Feldman, Kunal Talwar, Abhradeep Guha Thakurta. Private Stochastic Convex Optimization with Optimal Rates. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 11279-11288, 2019. [doi]

Abstract

Abstract is missing.