Instability results for Euclidean distance, nearest neighbor search on high dimensional Gaussian data-Reference-Cited by-同舟云学术

Instability results for Euclidean distance, nearest neighbor search on high dimensional Gaussian data

Published:2021-08 Issue: Volume:169 Page:106115
ISSN:0020-0190
Container-title:Information Processing Letters
language:en
Short-container-title:Information Processing Letters

Author:

Giannella Chris R.

Publisher

Elsevier BV

Subject

Computer Science Applications,Information Systems,Signal Processing,Theoretical Computer Science

Reference17 articles.

1. Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables,1964

2. On the behavior of intrinsically high-dimensional spaces: distances, direct and reverse nearest neighbors, and hubness;Angiulli;J. Mach. Learn. Res.,2018

3. When Is ‘Nearest Neighbor’ Meaningful?;Beyer,1998

4. High-dimensional p-norms;Biau,2015

5. New instability results for high-dimensional nearest neighbor search;Giannella;Inf. Process. Lett.,2009

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