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Linear algebra / Markov models / Operator theory / Bioinformatics / Hidden Markov model / Normal distribution / Expectation–maximization algorithm / Kernel density estimation / Singular value decomposition / Mathematics / Mathematical analysis / Algebra


Hilbert Space Embeddings of Hidden Markov Models Le Song [removed] Byron Boots [removed]
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Document Date: 2011-05-05 10:06:39


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File Size: 1,69 MB

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City

Santa Clara / Subspace / Haifa / /

Company

CXY / C2 / Yahoo! / Intel / Google / /

Country

Israel / United States / /

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Facility

Carnegie Mellon University / stable Subspace ID / /

IndustryTerm

important tools / slot car inertial sensor data / inner product / local search heuristics / observable real-world dynamical systems / kernel spectral algorithm / local search / kernel algorithm / slot car platform / localminimum-free kernel spectral algorithm / dynamical systems / spectral algorithm / miniature car / portable sensor device / inference algorithms / slot car / linear dynamical systems / local-minimum-free kernel spectral algorithm / Slot car inertial measurement data / tensor product / covariance operator / spectral learning algorithm / linear systems / learning algorithm / learning algorithms / /

MarketIndex

set 10 / /

Organization

School of Computer Science / Carnegie Mellon University / Pittsburgh / /

Person

Alex Smola / Van Overschee / Oxt / Sajid Siddiqi Google / Geoffrey Gordon / Byron Boots / /

/

Position

Prime Minister / author / /

Product

Hilbert / Canon XL2 Camcorder / /

ProgrammingLanguage

C / /

ProvinceOrState

Pennsylvania / California / /

PublishedMedium

Machine Learning / /

Technology

speech recognition / inference algorithms / spectral algorithm / 3-D / spectral learning algorithm / Machine Learning / EM algorithm / local-minimum-free kernel spectral algorithm / kernel algorithm / learning algorithm / HMM using Algorithm / kernel spectral algorithm / 1 Kernel Spectral Algorithm / 20-dimensional embedded HMM using Algorithm / learned using EM algorithm / localminimum-free kernel spectral algorithm / /

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