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Leonid Boytsov

Amazon AWS AI Labs

8 papers hereh-index 151.5k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author4
  • middle author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.IR4
  • cs.CL3
  • cs.LG1
affiliations
  • Amazon AWS AI Labs
Homepage
same name
  • Leonid Boytsov — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedPruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study

3 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.CL2019

SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis

Pavel Efimov, Andrey Chertok, Leonid Boytsov +1

SberQuAD -- a large scale analog of Stanford SQuAD in the Russian language - is a valuable resource that has not been properly presented to the scientific community. We fill this g…

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.IR2019

Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs

Leonid Boytsov, Eric Nyberg

We demonstrate that a graph-based search algorithm-relying on the construction of an approximate neighborhood graph-can directly work with challenging non-metric and/or non-symmetr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.