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  5. New LSH-based Algorithm for Approximate Nearest Neighbor

New LSH-based Algorithm for Approximate Nearest Neighbor

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Author(s)
Andoni, Alexandr
•
Indyk, Piotr
Date Issued
November 4, 2005
Series/Report no.
Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory
Abstract
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)}).
Subjects
AI
locality sensitive hashing
nearest neighbor
high dimensions
Persistent DSpace Link
http://hdl.handle.net/1721.1/30583
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