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Differentially Private Submodular Maximization: Data Summarization in Disguise.

, , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 2478-2487. PMLR, (2017)

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Optimal Value of Information in Graphical Models., and . J. Artif. Intell. Res., (2009)A Utility-Theoretic Approach to Privacy in Online Services., and . J. Artif. Intell. Res., (2010)Einführung in S und S- Plus. Mit Aufgaben und vollständigen Lösungen. Springer, Berlin, (1996)Submodular Function Maximization., and . Tractability, Cambridge University Press, (2014)Learning Implicit Generative Models Using Differentiable Graph Tests., and . CoRR, (2017)Distributed Submodular Maximization., , , and . CoRR, (2014)Near-optimal sensor placements in Gaussian processes., , and . ICML, volume 119 of ACM International Conference Proceeding Series, page 265-272. ACM, (2005)Electronic services in statistics. Computational Statistics & Data Analysis, 19 (5): 595--604 (May 1995)Mathematical Notions vs. Human Perception of Fairness, , and . Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD \textquotesingle19, ACM Press, (2019)Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization., and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 160-168. JMLR.org, (2013)