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PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming
Data cleaning can be naturally framed as probabilistic inference in a ge...
07/23/2020 ∙ by Alexander K. Lew, et al. ∙
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Automating Involutive MCMC using Probabilistic and Differentiable Programming
Involutive MCMC is a unifying mathematical construction for MCMC kernels...
07/20/2020 ∙ by Marco Cusumano-Towner, et al. ∙
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