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thanks so much for writing this, unlike LSH there are very few articles on HNSW for some reason, while it's one of the most efficient (and relatively simple) n
by andyxor 5y ago
thanks so much for writing this, unlike LSH there are very few articles on HNSW for some reason, while it's one of the most efficient (and relatively simple) nearest neighbors search methods out there. There is a precursor paper by HNSW author which explains the rationale and has interesting links to network science and neuroscience: https://arxiv.org/abs/1507.06529 https://arxiv.org/abs/1507.06529
I personally think both LSH and HNSW should be added to standard CS curriculum because of generality and so many immediate practical applications.
- jamesbriggs 5y agoYes that's why we wrote it! Other than in papers, finding info on HNSW is near-impossible so hopefully this will make a few lives easier. I came across this paper when researching for the article, I agree the link to brain networks is fascinating