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New LSH-based Algorithm for Approximate Nearest Neighbor

We present an algorithm for c-approximate nearest neighbor problem in a d-dimensional Euclidean space, achieving query time ofO(dn^{1/c^2+o(1)}) and space O(dn + n^{1+1/c^2+o(1)}).

Identiferoai:union.ndltd.org:MIT/oai:dspace.mit.edu:1721.1/30583
Date04 November 2005
CreatorsAndoni, Alexandr, Indyk, Piotr
Source SetsM.I.T. Theses and Dissertation
Languageen_US
Detected LanguageEnglish
Format12 p., 11656417 bytes, 559939 bytes, application/postscript, application/pdf
RelationMassachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory

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