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A simple filter for detecting low-rank submatrices

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Publication:419636
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DOI10.1016/j.jcp.2011.12.032zbMath1242.65082OpenAlexW2043905333MaRDI QIDQ419636

Aaditya V. Rangan

Publication date: 18 May 2012

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcp.2011.12.032


zbMATH Keywords

algorithmdata analysisrandom projectionmatrix compressionbiclusteringdetecting low-rank submatriceeccentric Gaussian distributions


Mathematics Subject Classification ID

Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).




Cites Work

  • Unnamed Item
  • Detecting low-rank clusters via random sampling
  • Efficient methods for grouping vectors into low-rank clusters
  • A randomized algorithm for the decomposition of matrices
  • A fast randomized algorithm for the approximation of matrices
  • Using underapproximations for sparse nonnegative matrix factorization
  • The maximum edge biclique problem is NP-complete
  • Randomized algorithms for the low-rank approximation of matrices
  • A Fast $ULV$ Decomposition Solver for Hierarchically Semiseparable Representations
  • A Fast Solver for HSS Representations via Sparse Matrices


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