Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data

Jan-Willem van de Meent, Jonathan E. Bronson, Frank Wood, Ruben L. Gonzalez, Chris Wiggins. Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data. In Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013. Volume 28 of JMLR Proceedings, pages 361-369, JMLR.org, 2013. [doi]

Authors

Jan-Willem van de Meent

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Jonathan E. Bronson

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Frank Wood

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Ruben L. Gonzalez

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Chris Wiggins

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