Beyond locality-sensitive hashing

We present a new data structure for the c-approximate near neighbor problem (ANN) in the Euclidean space. For n points in R[superscript d], our algorithm achieves O[subscript c](n[superscript ρ] + d log n) query time and O[subscript c](n[superscript 1+ρ] + d log n) space, where ρ ≤ 7/(8c[superscript...

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Bibliographic Details
Main Authors: Andoni, Alexandr (Author), Nguyen, Huy L. (Author), Indyk, Piotr (Contributor), Razenshteyn, Ilya (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery, 2018-03-14T18:14:06Z.
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