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      day: 27
  language: en
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  title: The low-rank eigenvalue problem
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- id: Nowak2013Kriging
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    Kriging and Spatial Design Accelerated by Orders of Magnitude: Combining
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      day: 9
  language: en
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  publisher: Society for Industrial and Applied Mathematics
  title: Optimal Low-rank Approximations of Bayesian Linear Inverse Problems
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- id: Spantini2017GoalOriented
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      month: 11
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    - family: Cui
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    - family: Willcox
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  publisher: Society for Industrial and Applied Mathematics
  title: Goal-Oriented Optimal Approximations of Bayesian Linear Inverse Problems
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      given: Martin
  citation-key: Sundin2016Bayesian
  genre: PhD Thesis
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  publisher: KTH Royal Institute of Technology
  title: Bayesian methods for sparse and low-rank matrix problems
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- id: Tropp2016Randomized
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  container-title: arXiv:1609.00048 [cs, math, stat]
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      month: 8
      day: 31
  title: Randomized single-view algorithms for low-rank matrix approximation
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- id: Tropp2017Practical
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  title: Practical sketching algorithms for low-rank matrix approximation
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    - family: Duan
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  issued:
    - year: 2016
      month: 3
  page: 504-517
  title: Laplacian Regularized Low-Rank Representation and Its Applications
  type: article-journal
  URL: >-
    http://www.cis.pku.edu.cn/faculty/vision/zlin/Publications/2015-TPAMI-LaplacianLRR.pdf
  volume: '38'

- id: Zhang2017Stochastic
  author:
    - family: Zhang
      given: Xiao
    - family: Wang
      given: Lingxiao
    - family: Gu
      given: Quanquan
  citation-key: Zhang2017Stochastic
  container-title: arXiv:1701.00481 [stat]
  issued:
    - year: 2017
      month: 1
      day: 2
  title: >-
    Stochastic Variance-reduced Gradient Descent for Low-rank Matrix Recovery
    from Linear Measurements
  type: article-journal
  URL: http://arxiv.org/abs/1701.00481

- id: Zhou2011GoDec
  accessed:
    - year: 2023
      month: 8
      day: 22
  author:
    - family: Zhou
      given: Tianyi
    - family: Tao
      given: Dacheng
  citation-key: Zhou2011GoDec
  collection-title: ICML'11
  container-title: >-
    Proceedings of the 28th International Conference on International Conference
    on Machine Learning
  event-place: Madison, WI, USA
  ISBN: 978-1-4503-0619-5
  issued:
    - year: 2011
      month: 6
      day: 28
  page: 33–40
  publisher: Omnipress
  publisher-place: Madison, WI, USA
  title: 'GoDec: randomized low-rank & sparse matrix decomposition in noisy case'
  type: paper-conference
  URL: http://www.icml-2011.org/papers/41_icmlpaper.pdf
...
