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Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling

Feras A. Saad , Marco F. Cusumano-Towner , Ulrich Schaechtle , Martin C. Rinard , Vikash K. Mansinghka

* Proc. ACM Program. Lang. 3, POPL, Article 37 (January 2019) 

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Time Series Structure Discovery via Probabilistic Program Synthesis

Ulrich Schaechtle , Feras Saad , Alexey Radul , Vikash Mansinghka

* The first two authors contributed equally to this work 

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Probabilistic Programming with Gaussian Process Memoization

Ulrich Schaechtle , Ben Zinberg , Alexey Radul , Kostas Stathis , Vikash K. Mansinghka

* 36 pages, 9 figures 

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