Kareem Amin, Alex Kulesza, Andres Muñoz Medina, Sergei Vassilvitskii. Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy. 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 263-271, PMLR, 2019. [doi]
Abstract is missing.