How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models - researchr publication authors

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Ahmed Alaa, Boris van Breugel, Evgeny S. Saveliev, Mihaela van der Schaar. How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 290-306, PMLR, 2022. [doi]

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