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Data analysis / Numerical analysis / Summary statistics / Nearest neighbor search / Locality-sensitive hashing / Principal component analysis / Normal distribution / Curse of dimensionality / Supervised learning / Statistics / Search algorithms / Machine learning


On the Difficulty of Nearest Neighbor Search
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Document Date: 2012-06-12 10:12:20


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File Size: 246,45 KB

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City

Edinburgh / /

Company

SH / /

Country

United Kingdom / Scotland / /

Currency

pence / /

/

Event

Product Issues / Product Recall / /

Facility

Columbia University / /

IndustryTerm

search method / difficult nearest neighbor search / search performance / machine learning algorithms / search difficulty changes / large-scale search systems / heuristic hashing algorithms / search difficulty / search techniques / search / nearest neighbor search methods / approximate nearest neighbor algorithms / computer vision applications / nearest neighbor search / search methods / /

Organization

U.S. Securities and Exchange Commission / Department of Electrical Engineering / Columbia University / New York / /

Person

Shih-Fu Chang / Sanjiv Kumar / /

Position

author / estimate mp / mp / mp and mp / /

Product

neighbor / gist color recall / MRC LSH PCA SH / gist color / /

ProvinceOrState

New York / /

PublishedMedium

Machine Learning / /

Technology

machine learning algorithms / approximate nearest neighbor algorithms / heuristic hashing algorithms / Machine Learning / /

URL

www.ee.columbia.edu/~jh2700/sup_DNNS.pdf / /

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