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    ICASSP
    2010
    IEEE
    126views Signal Processing» more  ICASSP 2010»
    Optimized intrinsic dimension estimator using nearest neighbor graphs
    14 years 2 months ago
    Optimized intrinsic dimension estimator using nearest neighbor graphs
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    We develop an approach to intrinsic dimension estimation based on k-nearest neighbor (kNN) distances. The dimension estimator is derived using a general theory on functionals of k...
    Kumar Sricharan, Raviv Raich, Alfred O. Hero III
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