(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings

Abhradeep Guha Thakurta, Adam D. Smith. (Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings. In Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. pages 2733-2741, 2013. [doi]

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