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tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware


Feb 04, 2020
Junpeng Lao, Christopher Suter, Ian Langmore, Cyril Chimisov, Ashish Saxena, Pavel Sountsov, Dave Moore, Rif A. Saurous, Matthew D. Hoffman, Joshua V. Dillon

* Based on extended abstract submitted to PROBPROG 2020 

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Joint Distributions for TensorFlow Probability


Jan 22, 2020
Dan Piponi, Dave Moore, Joshua V. Dillon

* Based on extended abstract submitted to PROBPROG 2020 

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BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding


Nov 01, 2019
Emad Elwany, Dave Moore, Gaurav Oberoi


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Automatic Reparameterisation of Probabilistic Programs


Jun 07, 2019
Maria I. Gorinova, Dave Moore, Matthew D. Hoffman


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Simple, Distributed, and Accelerated Probabilistic Programming


Nov 29, 2018
Dustin Tran, Matthew Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul, Matthew Johnson, Rif A. Saurous

* Appears in Neural Information Processing Systems, 2018. Code available at http://bit.ly/2JpFipt 

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Effect Handling for Composable Program Transformations in Edward2


Nov 15, 2018
Dave Moore, Maria I. Gorinova


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TensorFlow Distributions


Nov 28, 2017
Joshua V. Dillon, Ian Langmore, Dustin Tran, Eugene Brevdo, Srinivas Vasudevan, Dave Moore, Brian Patton, Alex Alemi, Matt Hoffman, Rif A. Saurous


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