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Machine learning / Dynamic programming / Bioinformatics / Hidden Markov model / Viterbi algorithm / Expectation–maximization algorithm / Speech recognition / Symposium on Theoretical Aspects of Computer Science / Forward–backward algorithm / Statistics / Markov models / Error detection and correction


Fast State Discovery for HMM Model Selection and Learning Sajid M. Siddiqi Robotics Institute Carnegie Mellon University Pittsburgh, PA 15213
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Document Date: 2007-02-13 15:31:33

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File Size: 215,95 KB

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City

Ostendorf / Pittsburgh / /

Company

Neural Information Processing Systems / Bayesian Networks / Andrew W. Moore Google Inc. / Dynamic Bayesian Networks / /

Facility

University of New South Wales / Learning Sajid M. Siddiqi Robotics Institute Carnegie Mellon University / Carnegie Mellon University / Computer Science Institute / Geoffrey J. Gordon Machine Learning Department Carnegie Mellon University / /

IndustryTerm

candidate search / model selection algorithms / optimum decoding algorithm / dynamic programming algorithm / faster model search / equivalent hard-updates learning algorithm / multisource surveillance algorithms / greedy algorithms / parameter search / sum-product and max-product algorithms / state-splitting algorithm / model selection algorithm / overall algorithm / continuous speech recognition systems / split algorithm / learning algorithm / recognition systems / /

Organization

University of New South Wales / Geoffrey J. Gordon Machine Learning Department Carnegie Mellon University Pittsburgh / Computer Science Institute / HMM Model Selection and Learning Sajid M. Siddiqi Robotics Institute Carnegie Mellon University Pittsburgh / Carnegie Mellon University / STACS V / /

Person

Sajid M. Siddiqi / Viterbi / Though / /

Position

model selection / D.J. / model / Singer / representative / base model / /

ProgrammingLanguage

ML / /

ProvinceOrState

Pennsylvania / New South Wales / /

PublishedMedium

IEEE Transactions on Information Theory / Nucleic Acids Research / /

Region

South Wales / /

Technology

4.1 Splitting Algorithms / competing algorithm / speech recognition / bioinformatics / ML-SSS algorithm / sum-product and max-product algorithms / overall algorithm / Viterbi algorithm / alternative learning algorithm / V-STACS algorithm / STACS algorithm / Machine Learning / multisource surveillance algorithms / optimum decoding algorithm / equivalent hard-updates learning algorithm / HMM algorithms / laser / split algorithm / HMM model selection algorithm / Viterbi algorithms / dynamic programming algorithm / model selection algorithms / though faster HMM algorithms / Split-State Viterbi algorithm / Gesture Recognition / 5.1 Algorithms / Forward-Backward algorithm / state-splitting algorithm / /

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