Re:Vectors are over, hashes are the future
by johanvts on Friday October 07, 2022 @03:04PM
(#33125568)
I think LSH was only introduced in 99 by Indyk et. al. I would say it was a pretty active research area 10 years ago.
right, but massive scale production use in the google crawler to index the entire internet when that was at the bleeding edge was state of the art before the art was even really recognized as an art.
i don't even think they called it ANN. it was high performance, scalable deduplication. (which is, in fact, just fast/scalable lossy clustering)
collaborative filtering was kind of a cute joke at the time. meanwhile they had lsh, in production, actually deduplicating the internet.
see ullman's text: mining massive datasets. it's free on the web.