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Learning a Generative Model for Validity in Complex Discrete Structures


Nov 02, 2018
David Janz, Jos van der Westhuizen, Brooks Paige, Matt J. Kusner, José Miguel Hernández-Lobato

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* Conference paper at ICLR 2018. Code available online 

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The unreasonable effectiveness of the forget gate


Sep 13, 2018
Jos van der Westhuizen, Joan Lasenby

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* Corrected LSTM gradient derivations. Added link to code 

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Techniques for visualizing LSTMs applied to electrocardiograms


Jun 15, 2018
Jos van der Westhuizen, Joan Lasenby

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* presented at 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018), Stockholm, Sweden 

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Actively Learning what makes a Discrete Sequence Valid


Aug 15, 2017
David Janz, Jos van der Westhuizen, José Miguel Hernández-Lobato

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* 6 pages, 2 figures 

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Bayesian LSTMs in medicine


Jun 05, 2017
Jos van der Westhuizen, Joan Lasenby

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* 11 pages, 8 figures 

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