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- id: Cemgil2009Bayesian
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- id: Ding2005Equivalence
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- id: Ding2008Equivalence
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- id: Ding2009Elementary
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  citation-key: Ding2009Elementary
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  language: en
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- id: Ding2010Convex
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- id: Driedger2015Let
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  event-title: International Society for Music Information Retrieval
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- id: Drineas2005Nystrom
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    - family: Kannan
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    Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With
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- id: Gemulla2011Largescale
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    - family: Nijkamp
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    - family: Haas
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    - family: Sismanis
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  collection-title: KDD '11
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  publisher: ACM
  publisher-place: New York, NY, USA
  title: >-
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- id: Guan2012NeNMF
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    - family: Tao
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    - family: Luo
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    - family: Yuan
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  citation-key: Guan2012NeNMF
  container-title: IEEE Transactions on Signal Processing
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  page: 2882–2898
  title: 'NeNMF: an optimal gradient method for nonnegative matrix factorization'
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- id: Guan2012Online
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- id: Halko2010Finding
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  DOI: 10.48550/arXiv.0909.4061
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      month: 12
      day: 14
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  publisher: arXiv
  title: >-
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- id: Hoffman2010Bayesian
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  language: en
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  title: Bayesian Nonparametric Matrix Factorization for Recorded Music
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- id: Hoyer2002Nonnegative
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- id: Hoyer2004Nonnegative
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- id: Hu2014Hebbian
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    - family: Witten
      given: Rafi
    - family: Candès
      given: Emmanuel
  citation-key: Witten2015Randomized
  container-title: Algorithmica
  container-title-short: Algorithmica
  DOI: 10.1007/s00453-014-9891-7
  ISSN: 0178-4617, 1432-0541
  issue: '1'
  issued:
    - year: 2015
      month: 5
      day: 1
  language: en
  page: 264-281
  title: >-
    Randomized Algorithms for Low-Rank Matrix Factorizations: Sharp Performance
    Bounds
  type: article-journal
  URL: http://arxiv.org/abs/1308.5697
  volume: '72'

- id: Woolfe2008Fast
  author:
    - family: Woolfe
      given: Franco
    - family: Liberty
      given: Edo
    - family: Rokhlin
      given: Vladimir
    - family: Tygert
      given: Mark
  citation-key: Woolfe2008Fast
  container-title: Applied and Computational Harmonic Analysis
  container-title-short: Applied and Computational Harmonic Analysis
  DOI: 10.1016/j.acha.2007.12.002
  ISSN: 1063-5203
  issue: '3'
  issued:
    - year: 2008
      month: 11
      day: 1
  page: 335-366
  title: A fast randomized algorithm for the approximation of matrices
  type: article-journal
  URL: http://www.tygert.com/frand.pdf
  volume: '25'

- id: Yu2012Scalable
  author:
    - family: Yu
      given: Hsiang-Fu
    - family: Hsieh
      given: Cho-Jui
    - family: Si
      given: Si
    - family: Dhillon
      given: Inderjit S.
  citation-key: Yu2012Scalable
  container-title: IEEE International Conference of Data Mining
  DOI: 10.1109/ICDM.2012.168
  event-title: 2012 IEEE 12th International Conference on Data Mining
  issued:
    - year: 2012
  page: 765-774
  title: >-
    Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for
    Recommender Systems
  type: paper-conference
  URL: http://www.cs.utexas.edu/~rofuyu/papers/icdm-pmf.pdf

- id: Yu2014Parallel
  author:
    - family: Yu
      given: Hsiang-Fu
    - family: Hsieh
      given: Cho-Jui
    - family: Si
      given: Si
    - family: Dhillon
      given: Inderjit S.
  citation-key: Yu2014Parallel
  container-title: Knowledge and Information Systems
  container-title-short: Knowl Inf Syst
  DOI: 10.1007/s10115-013-0682-2
  ISSN: 0219-1377, 0219-3116
  issue: '3'
  issued:
    - year: 2014
      month: 12
      day: 1
  language: en
  page: 793-819
  title: Parallel matrix factorization for recommender systems
  type: article-journal
  URL: http://www.cs.utexas.edu/~rofuyu/papers/kais-pmf.pdf
  volume: '41'

- id: Zass2005Unifying
  accessed:
    - year: 2015
      month: 5
      day: 31
  author:
    - family: Zass
      given: Ron
    - family: Shashua
      given: Amnon
  citation-key: Zass2005Unifying
  collection-title: ICCV '05
  container-title: >-
    Proceedings of the Tenth IEEE International Conference on Computer Vision
    (ICCV'05) Volume 1 - Volume 01
  DOI: 10.1109/ICCV.2005.27
  event-place: Washington, DC, USA
  ISBN: 0-7695-2334-X-01
  issued:
    - year: 2005
  page: 294–301
  publisher: IEEE Computer Society
  publisher-place: Washington, DC, USA
  title: A Unifying Approach to Hard and Probabilistic Clustering
  type: paper-conference

- id: Zhang2007Binary
  accessed:
    - year: 2015
      month: 5
      day: 31
  author:
    - family: Zhang
      given: Zhongyuan
    - family: Ding
      given: Chris
    - family: Li
      given: Tao
    - family: Zhang
      given: Xiangsun
  citation-key: Zhang2007Binary
  container-title: Seventh IEEE International Conference on Data Mining, 2007. ICDM 2007
  DOI: 10.1109/ICDM.2007.99
  event-title: Seventh IEEE International Conference on Data Mining, 2007. ICDM 2007
  issued:
    - year: 2007
  page: 391–400
  publisher: IEEE
  title: Binary matrix factorization with applications
  type: paper-conference
  URL: http://ranger.uta.edu/~chqding/papers/icdm07-binary.pdf

- id: Zhang2021Unified
  accessed:
    - year: 2023
      month: 10
      day: 26
  author:
    - family: Zhang
      given: Stephen Y.
  citation-key: Zhang2021Unified
  issued:
    - year: 2021
      month: 7
      day: 14
  language: en
  number: arXiv:2104.01708
  publisher: arXiv
  title: >-
    A unified framework for non-negative matrix and tensor factorisations with a
    smoothed Wasserstein loss
  type: article
  URL: http://arxiv.org/abs/2104.01708

- id: Zhao2020Neural
  accessed:
    - year: 2023
      month: 10
      day: 26
  author:
    - family: Zhao
      given: He
    - family: Phung
      given: Dinh
    - family: Huynh
      given: Viet
    - family: Le
      given: Trung
    - family: Buntine
      given: Wray
  citation-key: Zhao2020Neural
  event-title: International Conference on Learning Representations
  issued:
    - year: 2020
      month: 10
      day: 2
  language: en
  title: Neural Topic Model via Optimal Transport
  type: paper-conference
  URL: https://openreview.net/forum?id=Oos98K9Lv-k
...
