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On the Impact of Random Seeds on the Fairness of Clinical Classifiers


Apr 13, 2021
Silvio Amir, Jan-Willem van de Meent, Byron C. Wallace

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* Accepted for publication at NAACL 2021 

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Learning Proposals for Probabilistic Programs with Inference Combinators


Mar 03, 2021
Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem van de Meent

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Generator Surgery for Compressed Sensing


Mar 01, 2021
Niklas Smedemark-Margulies, Jung Yeon Park, Max Daniels, Rose Yu, Jan-Willem van de Meent, Paul Hand

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* Code available at: https://github.com/nik-sm/generator-surgery 

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Action Priors for Large Action Spaces in Robotics


Jan 11, 2021
Ondrej Biza, Dian Wang, Robert Platt, Jan-Willem van de Meent, Lawson L. S. Wong

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* 12 pages, 9 figures 

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Improving Few-Shot Visual Classification with Unlabelled Examples


Jun 17, 2020
Peyman Bateni, Jarred Barber, Jan-Willem van de Meent, Frank Wood

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Query-Focused EHR Summarization to Aid Imaging Diagnosis


Apr 26, 2020
Denis Jered McInerney, Borna Dabiri, Anne-Sophie Touret, Geoffrey Young, Jan-Willem van de Meent, Byron C. Wallace

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Deep Markov Spatio-Temporal Factorization


Mar 22, 2020
Amirreza Farnoosh, Behnaz Rezaei, Eli Zachary Sennesh, Zulqarnain Khan, Jennifer Dy, Ajay Satpute, J Benjamin Hutchinson, Jan-Willem van de Meent, Sarah Ostadabbas

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Learning discrete state abstractions with deep variational inference


Mar 09, 2020
Ondrej Biza, Robert Platt, Jan-Willem van de Meent, Lawson L. S. Wong

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* 15 pages, 7 figures 

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