Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA

Jordan Awan, Ana Kenney, Matthew Reimherr, Aleksandra Slavkovic. Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 374-384, PMLR, 2019. [doi]

Abstract

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