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Better Size Estimation for Sparse Matrix Products

  • Rasmus Resen Amossen
    ,
  • Andrea Campagna
    ,
  • Rasmus Pagh
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-review

Publication Information

Output type

Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 741-757

Journal (Volume, Issue Number)

Algorithmica (Volume 69, Issue 3)

Publication milestones

  • Published - 07/2013

Publication status

Published - 07/2013

ISSN

0178-4617

Publication IDs

  • Scopus: 84901851957

Abstract

We consider the problem of doing fast and reliable estimation of the number z of non-zero entries in a sparse boolean matrix product. This problem has applications in databases and computer algebra. Finally, we present experiments on real-world data sets that show the accuracy of both our methods to be significantly better than the worstcase analysis predicts.

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Captures
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Citations
9