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Jos van der Westhuizen

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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