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Furthest Neighbors Search.pdf

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Preview of Furthest Neighbors Search
🔗 Source: ratml.org
📊 Size: 414 KB
📄 Pages: 14 pages
⬇️ Downloads: 64

Summary

The authors present a novel strategy for approximate furthest neighbor search, called DrusillaSelect, which selects a candidate set using the data distribution, outperforming existing approximate furthest neighbor strategies. The algorithm is motivated by an empirical study of the behavior of the furthest neighbor search problem and can achieve comparable levels of approximation to other algorithms while giving up to an order of magnitude speedup. A variant of the algorithm provides an absolute approximation guarantee, which can be achieved in provably less time than brute-force search under some assumptions.

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Description

The authors present a novel strategy for approximate furthest neighbor search, called DrusillaSelect, which selects a candidate set using the data...

Technical Information

  • File Format: PDF
  • File Size: 414 KB
  • Pages: 14
  • Language: EN
  • Total Downloads: 64
  • Last Updated: 1 month ago

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This PDF document about Furthest Neighbors Search provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Furthest Neighbors Search.

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