24 citations · 27 across the 2 of their papers we have counts for
2 papers
cs.IR2019★ 3 cited
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study
Leonid Boytsov, Eric Nyberg
We focus on low-dimensional non-metric search, where tree-based approaches permit efficient and accurate retrieval while having short indexing time. These methods rely on space par…
cs.IR2016★ 24 cited
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search
Leonid Boytsov, David Novak, Yury Malkov +1
Retrieval pipelines commonly rely on a term-based search to obtain candidate records, which are subsequently re-ranked. Some candidates are missed by this approach, e.g., due to a…