An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm

Chris Decarolis, Mukul Ram, Seyed Esmaeili, Yu-Xiang Wang, Furong Huang. An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 2421-2431, PMLR, 2020. [doi]

Abstract

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