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27
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NIPS
2007
189
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Information Technology
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NIPS 2007
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Learning the structure of manifolds using random projections
14 years 19 days ago
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cseweb.ucsd.edu
We present a simple variant of the k-d tree which automatically adapts to intrinsic low dimensional structure in data.
Yoav Freund, Sanjoy Dasgupta, Mayank Kabra, Nakul ...
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41
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CVPR
2004
IEEE
166
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Computer Vision
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CVPR 2004
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Unsupervised Learning of Image Manifolds by Semidefinite Programming
15 years 1 months ago
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www.weinbergerweb.net
Can we detect low dimensional structure in high dimensional data sets of images? In this paper, we propose an algorithm for unsupervised learning of image manifolds by semidefinit...
Kilian Q. Weinberger, Lawrence K. Saul
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