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Search algorithms / Numerical analysis / K-nearest neighbor algorithm / Large margin nearest neighbor / Statistical models / Statistical classification / Mahalanobis distance / Dimension reduction / Nearest neighbor search / Statistics / Machine learning / Multivariate statistics


Fast Solvers and Efficient Implementations for Distance Metric Learning Kilian Q. Weinberger Yahoo! Research, 2821 Mission College Blvd, Santa Clara, CA 9505
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Document Date: 2008-05-22 03:19:26


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La Jolla / San Mateo / Corvallis / Helsinki / San Diego / Rio de Janeiro / /

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Neural Information Processing Systems / Cambridge University Press / MIT Press / Xing / Russell / PCA LDA / Yahoo! / /

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Jordan / Brazil / Finland / /

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Facility

University of California / /

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k-means algorithm / outer products / kNN search / rank solution / neighbor search / tree-based search / approximate nearest neighbor algorithms / information processing systems / descent algorithms / correct solution / impostor search / lower dimensional subspace accounting / learning algorithm / nearest neighbor search / computing the outer products / /

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Cambridge University / National Science Foundation / MIT / University of California / San Diego / Pattern Analysis and Machine Intelligence / /

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Lawrence K. Saul / Morgan Kaufman / Sha / /

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author / Singer / /

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C / /

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California / /

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IEEE Transactions on Pattern Analysis and Machine Intelligence / Machine Learning / /

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Learning algorithm / 2 processor / k-means algorithm / approximate nearest neighbor algorithms / machine learning / descent algorithms / /

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