UPDF AI

A learned index for approximate kNN queries in high-dimensional spaces

Lingli Li,Jingwen Cai,J. Xu

2022 · DOI: 10.1007/s10115-022-01742-0
Knowledge and Information Systems · 3 Citations

TLDR

Extensive experiments on a variety of real-world high-dimensional datasets demonstrate that HKC+ achieves up to 7 times in running time and 8 times smaller over the original tree index, while preserving the high accuracy performance.