Tempered Sigmoid Activations for Deep Learning with Differential Privacy

Nicolas Papernot, Abhradeep Thakurta, Shuang Song 0001, Steve Chien, Ăšlfar Erlingsson. Tempered Sigmoid Activations for Deep Learning with Differential Privacy. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 9312-9321, AAAI Press, 2021. [doi]

Abstract

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