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Quantization to speedup approximate nearest neighbor search

Quantization to speedup approximate nearest neighbor search

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2916553468

Quantization to speedup approximate nearest neighbor search

About this item

Full title

Quantization to speedup approximate nearest neighbor search

Author / Creator

Publisher

London: Springer London

Journal title

Neural computing & applications, 2024-02, Vol.36 (5), p.2303-2313

Language

English

Formats

Publication information

Publisher

London: Springer London

More information

Scope and Contents

Contents

The quantization-based approaches not only are the effective methods for solving the problems of approximate nearest neighbor search, but also effectively reduce storage space. However, many quantization-based approaches usually employ fixed nprobes to the search process for each query. This will lead to extra query consumption. Additionally, we ob...

Alternative Titles

Full title

Quantization to speedup approximate nearest neighbor search

Authors, Artists and Contributors

Author / Creator

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2916553468

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2916553468

Other Identifiers

ISSN

0941-0643

E-ISSN

1433-3058

DOI

10.1007/s00521-023-08920-3

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