Public Data-Assisted Mirror Descent for Private Model Training

Ehsan Amid, Arun Ganesh, Rajiv Mathews, Swaroop Ramaswamy, Shuang Song 0001, Thomas Steinke 0002, Vinith M. Suriyakumar, Om Thakkar 0001, Abhradeep Thakurta. Public Data-Assisted Mirror Descent for Private Model Training. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 517-535, PMLR, 2022. [doi]

Abstract

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