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Hidden Markov model / Markov chain / Expectation–maximization algorithm / Mixture model / Normal distribution / Baum–Welch algorithm / Speech recognition / Stochastic matrix / Variance / Statistics / Markov models / Probability and statistics


On learning parametric-output HMMs Aryeh Kontorovich Department of Computer Science, Ben-Gurion University, Beer Sheva 84105, Israel. Boaz Nadler
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Document Date: 2013-05-03 03:27:42

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Philadelphia / Atlanta / Springer / London / /

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United States / United Kingdom / Israel / /

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Ben-Gurion University / Weizmann Institute of Science / /

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inaccurate solution / polynomial algorithms / statistically-consistent algorithm / learning algorithm / spectral algorithm / /

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Department of Computer Science / Ben-Gurion University / Frankel Center for Computer Science / Weizmann Institute of Science / /

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Roi Weiss / Boaz Nadler / Morgan Kaufmann / /

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author / /

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E / L / R / K / /

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Pennsylvania / New York / Georgia / /

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Machine Learning / Journal of Machine Learning Research / The Journal of Machine Learning Research / /

Technology

G. An algorithm / speech recognition / mixture-learning EM algorithm / BW algorithm / Baum-Welch algorithm / Machine Learning / HMM learning algorithm / statistically-consistent algorithm / simulation / EM algorithm / BaumWelch algorithm / A. Interior-point polynomial algorithms / /

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