Differentially private Bayesian learning on distributed data

Mikko Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela. Differentially private Bayesian learning on distributed data. 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 3229-3238, 2017. [doi]

Authors

Mikko Heikkilä

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Eemil Lagerspetz

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Samuel Kaski

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Kana Shimizu

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Sasu Tarkoma

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Antti Honkela

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