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Column subset selection is NP-complete

  • Published:2021-02 Issue: Volume:610 Page:52-58
  • ISSN:0024-3795
  • Container-title:Linear Algebra and its Applications
  • language:en
  • Short-container-title:Linear Algebra and its Applications

Author:

Shitov Yaroslav

Publisher

Elsevier BV

Subject

Discrete Mathematics and Combinatorics,Geometry and Topology,Numerical Analysis,Algebra and Number Theory

Reference18 articles.

1. Weighted A⁎ algorithms for unsupervised feature selection with provable bounds on suboptimality;Arai,2016

2. Near optimal column-based matrix reconstruction;Boutsidis,2011

3. An improved approximation algorithm for the column subset selection problem;Boutsidis,2009

4. Some applications of the rank revealing QR factorization;Chan;SIAM J. Sci. Stat. Comput.,1992

5. Column subset selection problem is UG-hard;Çivril;J. Comput. Syst. Sci.,2014

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1. Fair Column Subset Selection;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. On the optimality of voronoi‐based column selection;Numerical Methods for Partial Differential Equations;2024-08-06

3. A novel method for solving the multi-commodity flow problem on evolving networks;Computer Networks;2024-06

4. Column Subset Selection and Nyström Approximation via Continuous Optimization;2023 Winter Simulation Conference (WSC);2023-12-10

5. A Novel Label Selection Algorithm Based on Principal Component Analysis and Sparse Approximation Solution for Multi-label Classification*;2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI);2023-11-06
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