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An Introduction to Probabilistic Programming


Sep 27, 2018
Jan-Willem van de Meent, Brooks Paige, Hongseok Yang, Frank Wood

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* Under review at Foundations and Trends in Machine Learning 

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Learning Disentangled Representations of Texts with Application to Biomedical Abstracts


Sep 03, 2018
Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain J. Marshall, Byron C. Wallace

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* Accepted to EMNLP 2018 

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Inference Trees: Adaptive Inference with Exploration


Jun 25, 2018
Tom Rainforth, Yuan Zhou, Xiaoyu Lu, Yee Whye Teh, Frank Wood, Hongseok Yang, Jan-Willem van de Meent

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Structured Disentangled Representations


May 29, 2018
Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer Dy, Jan-Willem van de Meent

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Learning Disentangled Representations with Semi-Supervised Deep Generative Models


Nov 13, 2017
N. Siddharth, Brooks Paige, Jan-Willem van de Meent, Alban Desmaison, Noah D. Goodman, Pushmeet Kohli, Frank Wood, Philip H. S. Torr

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* Accepted for publication at NIPS 2017 

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Bayesian Optimization for Probabilistic Programs


Jul 13, 2017
Tom Rainforth, Tuan Anh Le, Jan-Willem van de Meent, Michael A. Osborne, Frank Wood

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Interacting Particle Markov Chain Monte Carlo


Apr 12, 2017
Tom Rainforth, Christian A. Naesseth, Fredrik Lindsten, Brooks Paige, Jan-Willem van de Meent, Arnaud Doucet, Frank Wood

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* JMLR W&CP 48 : 2616-2625, 2016 

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Probabilistic structure discovery in time series data


Nov 21, 2016
David Janz, Brooks Paige, Tom Rainforth, Jan-Willem van de Meent, Frank Wood

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Black-Box Policy Search with Probabilistic Programs


Aug 04, 2016
Jan-Willem van de Meent, Brooks Paige, David Tolpin, Frank Wood

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* Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (2016) 1195-1204 

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Particle Gibbs with Ancestor Sampling for Probabilistic Programs


Feb 09, 2015
Jan-Willem van de Meent, Hongseok Yang, Vikash Mansinghka, Frank Wood

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* 9 pages, 2 figures 

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