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December 1, 2009Journal of Machine Learning Research21 citations

Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection

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CCHENJieFFangHaw-renSSaadYousef

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Abstract

Nearest neighbor graphs are widely used in data mining and machine learning. A brute-force method to compute the exact kNN graph takes Θ(dn2) time for n data points in the d dimensional Euclidean s...

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CHENJie et al. (2009) studied this question.

synapsesocial.com/papers/6a13077f92637892a9a7b3echttps://doi.org/10.5555/1577069.1755852
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