Concepedia

Column Space

Column Space is the subspace of a vector space spanned by the column vectors of a given matrix.

111

Publications

7K

Citations

225

Authors

119

Institutions

Publications per year

2017–2026

15

Variants

RangeRange Of A Matrix

Parents

Publications

111

Contrastive Clustering

Yunfan Li, Peng Hu, Zitao Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 613 citations · Full text

, , +15

Tight Oracle Inequalities for Low-Rank Matrix Recovery From a Minimal Number of Noisy Random Measurements

Emmanuel J. Candès, Yaniv Plan · IEEE Transactions on Information Theory · 2011 · 602 citations

, , +9

Robust PCA via Outlier Pursuit

Huan Xu, Constantine Caramanis, Sujay Sanghavi · IEEE Transactions on Information Theory · 2012 · 454 citations

, , +17

On the Perturbation of Pseudo-Inverses, Projections and Linear Least Squares Problems

G. W. Stewart · SIAM Review · 1977 · 425 citations

, , +13

On Canonical Forms, Non-Negative Covariance Matrices and Best and Simple Least Squares Linear Estimators in Linear Models

George Zyskind · The Annals of Mathematical Statistics · 1967 · 314 citations · Full text

, , +14

1–5 of 111

Authors

225

  1. OM
    Olgica Milenković

    University of Illinois Urbana-Champaign, United States

    3 publications · 127 citations

    3

    h-index

  2. WD
    Wei Dai

    Imperial College London, United Kingdom

    3 publications · 127 citations

    3

    h-index

  3. EJ
    Emmanuel J. Candès

    Stanford University, United States

    3 publications · 873 citations

    3

    h-index

  4. HX
    Huan Xu

    Sichuan University, China

    2 publications · 660 citations

    2

    h-index

  5. SS
    Sujay Sanghavi

    The University of Texas at Austin, United States

    2 publications · 660 citations

    2

    h-index

1–5 of 225

Institutions

119

  1. University of British Columbia

    Vancouver, Canada

    4 h-index

    4 publications

    109 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    6 publications

    254 citations

  3. National University of Defense Technology

    Changsha, China

    2 h-index

    8 publications

    282 citations

  4. Cheju Halla University

    Jeju City, South Korea

    2 h-index

    2 publications

    24 citations

  5. The University of Texas at Austin

    Austin, United States

    2 h-index

    5 publications

    1.5K citations

  6. University of California, Berkeley

    Berkeley, United States

    2 h-index

    4 publications

    147 citations

  7. California Institute of Technology

    Pasadena, United States

    2 h-index

    3 publications

    858 citations

  8. Texas A&M University

    College Station, United States

    2 h-index

    2 publications

    40 citations

1–8 of 119

Venues

  1. Linear Algebra and its Applications

    9 publications · 269 citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 488 citations

    6

    h-index

  3. 4

    h-index

  4. IEEE Transactions on Signal Processing

    4 publications · 200 citations

    4

    h-index

  5. IEEE Transactions on Information Theory

    3 publications · 1.1K citations

    3

    h-index

1–5