New directions in approximate nearest neighbors for the angular distance-0.1cm PDF
102 Pages·2016·0.92 MB·English
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New directions in approximate nearest neighbors for the angular distance Thijs Laarhoven [email protected] http://www.thijs.com/ Proximity Workshop, College Park (MD), USA (January 13, 2016) Nearest neighbor searching O Nearest neighbor searching Data set O Nearest neighbor searching Target O Nearest neighbor searching Nearest neighbor O Nearest neighbor searching Nearest neighbor (‘ -norm) 1 O Nearest neighbor searching Nearest neighbor (angular distance) O Nearest neighbor searching Nearest neighbor (‘ -norm) 2 O Nearest neighbor searching Distance guarantee r O Nearest neighbor searching Approximate nearest neighbor r O
Description:Nearest neighbor (angular distance) Angular NNS in Rd equivalent to Eucl. Rerandomization: Many partitions to increase success probability
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