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...

Full description

Bibliographic Details
Main Authors: Andoni, Alexandr, Nguyen, Huy L., Indyk, Piotr, Razenshteyn, Ilya
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Association for Computing Machinery 2018
Online Access:http://hdl.handle.net/1721.1/114155
https://orcid.org/0000-0002-7983-9524
https://orcid.org/0000-0002-3962-721X

Similar Items