Approximate nearest neighbor search for ℓp-spaces (2 < p < ∞) via embeddings

Yair Bartal, Lee Ad Gottlieb*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

While the problem of approximate nearest neighbor search has been well-studied for Euclidean space and ℓ1, few non-trivial algorithms are known for ℓp when 2<p<∞. In this paper, we revisit this fundamental problem and present approximate nearest-neighbor search algorithms which give the best known approximation factor guarantees in this setting.

Original languageAmerican English
Pages (from-to)27-35
Number of pages9
JournalTheoretical Computer Science
Volume757
DOIs
StatePublished - 24 Jan 2019

Bibliographical note

Publisher Copyright:
© 2018 Elsevier B.V.

Keywords

  • Nearest neighbor search
  • ℓ spaces

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