PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming

Alexander K. Lew, Monica Agrawal, David A. Sontag, Vikash Mansinghka. PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1927-1935, PMLR, 2021. [doi]

Authors

Alexander K. Lew

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Monica Agrawal

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David A. Sontag

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Vikash Mansinghka

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