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Tensor Variable Elimination for Plated Factor Graphs.

, , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4871-4880. PMLR, (2019)

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Pathwise Derivatives for Multivariate Distributions., and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 333-342. PMLR, (2019)Scalable Cross Validation Losses for Gaussian Process Models., and . CoRR, (2021)Variational Bayesian Optimal Experimental Design., , , , , , and . NeurIPS, page 14036-14047. (2019)Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization., , , , and . NeurIPS, (2020)Pathwise Derivatives for Multivariate Distributions., and . CoRR, (2018)Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro., , and . CoRR, (2019)Variational Estimators for Bayesian Optimal Experimental Design., , , , , , and . CoRR, (2019)Tensor Variable Elimination for Plated Factor Graphs., , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4871-4880. PMLR, (2019)Pyro: Deep Universal Probabilistic Programming., , , , , , , , , and . J. Mach. Learn. Res., (2019)Event Extraction Using Distant Supervision., , , , and . LREC, page 4527-4531. European Language Resources Association (ELRA), (2014)