Optimal Algorithms for Binary, Sparse, and L 1-Norm Principal Component Analysis (Q4983084)

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scientific article; zbMATH DE number 6424770
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Optimal Algorithms for Binary, Sparse, and L 1-Norm Principal Component Analysis
scientific article; zbMATH DE number 6424770

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    Optimal Algorithms for Binary, Sparse, and L 1-Norm Principal Component Analysis (English)
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    14 April 2015
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    0-1 variables
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    algorithms
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    binary sequences
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    code-division multiplexing
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    combinatorial optimization
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    complexity
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    dimensionality reduction
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    eigenvalues and eigenfunctions
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    feature extraction
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    information processing
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    \(L_1\) norm
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    \(L_2\) norm
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    machine learning
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    maximization of quadratic forms
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    maximum-likelihood detection
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    MIMO systems
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    noncoherent communication
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    outlier resistance
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    polynomial algorithms
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    principal component analysis
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    quadratic programming
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    subspace signal processing
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