Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification

Max Simchowitz, Horia Mania, Stephen Tu, Michael I. Jordan, Benjamin Recht. Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 439-473, PMLR, 2018. [doi]

Authors

Max Simchowitz

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Horia Mania

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Stephen Tu

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Michael I. Jordan

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Benjamin Recht

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