232 citations · 400 across the 19 of their papers we have counts for
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cs.MS2015★ 9 cited
Non-Metric Space Library Manual
Bilegsaikhan Naidan, Leonid Boytsov, Yury Malkov +1
This document covers a library for fast similarity (k-NN)search. It describes only search methods and distances (spaces). Details about building, installing, Python bindings can be…
cs.LG2015
Permutation Search Methods are Efficient, Yet Faster Search is Possible
Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
We survey permutation-based methods for approximate k-nearest neighbor search. In these methods, every data point is represented by a ranked list of pivots sorted by the distance t…