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    - family: Bach
      given: Francis
    - family: Evgeniou
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    - family: Vert
      given: Jean-Philippe
  citation-key: AbernethyNew2009
  container-title: Journal of Machine Learning Research
  ISSN: ISSN 1533-7928
  issue: Mar
  issued:
    - year: 2009
  page: 803-826
  title: >-
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- id: ArgyriouMicrosoft2020
  accessed:
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  citation-key: ArgyriouMicrosoft2020
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      day: 20
  page: 50–51
  publisher: Association for Computing Machinery
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  title: >-
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- id: BrouwerBayesian2017
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  language: en
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- id: ChengWide2016
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      month: 6
      day: 24
  title: Wide & Deep Learning for Recommender Systems
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- id: ChenStructured2017
  accessed:
    - year: 2021
      month: 7
      day: 15
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    - family: Xie
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    - family: Menon
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    - family: Ong
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  issued:
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      month: 6
      day: 27
  language: en
  title: Structured Recommendation
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- id: DacremaAre2019
  accessed:
    - year: 2021
      month: 6
      day: 21
  author:
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  language: en
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  publisher: ACM
  publisher-place: Copenhagen Denmark
  title: >-
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- id: DacremaTroubling2021
  accessed:
    - year: 2021
      month: 6
      day: 21
  author:
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      given: Maurizio Ferrari
    - family: Boglio
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  citation-key: DacremaTroubling2021
  container-title: ACM Transactions on Information Systems
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  issued:
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      month: 3
  page: 1-49
  title: >-
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    Research
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- id: DavisIIICollaborative2021
  accessed:
    - year: 2021
      month: 7
      day: 25
  author:
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    - family: Ruotsalo
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  event-place: New York, NY, USA
  ISBN: 978-1-4503-8312-7
  issued:
    - year: 2021
      month: 4
      day: 19
  page: 602–611
  publisher: Association for Computing Machinery
  publisher-place: New York, NY, USA
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- id: DeanPreference2022
  accessed:
    - year: 2023
      month: 4
      day: 6
  author:
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      given: Sarah
    - family: Morgenstern
      given: Jamie
  citation-key: DeanPreference2022
  DOI: 10.48550/arXiv.2205.13026
  issued:
    - year: 2022
      month: 5
      day: 25
  number: arXiv:2205.13026
  publisher: arXiv
  title: Preference Dynamics Under Personalized Recommendations
  type: article
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- id: EilatPerformative2023
  accessed:
    - year: 2023
      month: 4
      day: 26
  author:
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      given: Itay
    - family: Rosenfeld
      given: Nir
  citation-key: EilatPerformative2023
  DOI: 10.48550/arXiv.2302.04336
  issued:
    - year: 2023
      month: 2
      day: 8
  number: arXiv:2302.04336
  publisher: arXiv
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- id: FernandezAnalysing2021
  accessed:
    - year: 2021
      month: 9
      day: 16
  author:
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      given: Miriam
    - family: Bellogín
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    - family: Cantador
      given: Iván
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  issued:
    - year: 2021
      month: 3
      day: 26
  title: >-
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- id: GrahamMicrosoft2019
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    - year: 2022
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      day: 12
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    - family: Min
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    - family: Wu
      given: Tao
  citation-key: GrahamMicrosoft2019
  collection-title: RecSys '19
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    - year: 2019
      month: 9
      day: 10
  page: 542–543
  publisher: Association for Computing Machinery
  publisher-place: New York, NY, USA
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- id: HeckermanDependency2000
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    - year: 2016
      month: 7
      day: 29
  author:
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    - family: Rounthwaite
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    - family: Kadie
      given: Carl
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  container-title: Journal of Machine Learning Research
  ISSN: ISSN 1533-7928
  issue: Oct
  issued:
    - year: 2000
  page: 49-75
  title: >-
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    Visualization
  type: article-journal
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- id: HeNeural2017
  accessed:
    - year: 2021
      month: 6
      day: 16
  author:
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      given: Xiangnan
    - family: Liao
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    - family: Zhang
      given: Hanwang
    - family: Nie
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    - family: Hu
      given: Xia
    - family: Chua
      given: Tat-Seng
  citation-key: HeNeural2017
  collection-title: WWW '17
  container-title: Proceedings of the 26th International Conference on World Wide Web
  DOI: 10.1145/3038912.3052569
  event-place: Republic and Canton of Geneva, CHE
  ISBN: 978-1-4503-4913-0
  issued:
    - year: 2017
      month: 4
      day: 3
  page: 173–182
  publisher: International World Wide Web Conferences Steering Committee
  publisher-place: Republic and Canton of Geneva, CHE
  title: Neural Collaborative Filtering
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- id: HronModeling2022
  accessed:
    - year: 2023
      month: 4
      day: 6
  author:
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    - family: Krauth
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    - family: Jordan
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    - family: Kilbertus
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  DOI: 10.48550/arXiv.2206.13102
  issued:
    - year: 2022
      month: 6
      day: 27
  number: arXiv:2206.13102
  publisher: arXiv
  title: Modeling Content Creator Incentives on Algorithm-Curated Platforms
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- id: JuanFieldaware2016
  accessed:
    - year: 2021
      month: 6
      day: 16
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    - family: Zhuang
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    - family: Chin
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    - family: Lin
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  collection-title: RecSys '16
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      month: 9
      day: 7
  page: 43–50
  publisher: Association for Computing Machinery
  publisher-place: New York, NY, USA
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- id: KorenMatrix2009
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      given: Yehuda
    - family: Bell
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    - family: Volinsky
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  issue: '8'
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  title: Matrix Factorization Techniques for Recommender Systems
  type: article-journal
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- id: LiangVariational2018
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    - year: 2021
      month: 6
      day: 16
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    - family: Krishnan
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    - family: Hoffman
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    - family: Jebara
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  collection-title: WWW '18
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  event-place: Republic and Canton of Geneva, CHE
  ISBN: 978-1-4503-5639-8
  issued:
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      month: 4
      day: 23
  page: 689–698
  publisher: International World Wide Web Conferences Steering Committee
  publisher-place: Republic and Canton of Geneva, CHE
  title: Variational Autoencoders for Collaborative Filtering
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- id: LimVariational2007
  author:
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      given: Yew Jin
    - family: Teh
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  citation-key: LimVariational2007
  container-title: Proceedings of KDD cup and workshop
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  page: 15–21
  publisher: Citeseer
  title: Variational Bayesian approach to movie rating prediction
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- id: LiuDeterminantal2022
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    - year: 2022
      month: 8
      day: 24
  author:
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      given: Yuli
    - family: Walder
      given: Christian
    - family: Xie
      given: Lexing
  citation-key: LiuDeterminantal2022
  collection-title: SIGIR '22
  container-title: >-
    Proceedings of the 45th International ACM SIGIR Conference on Research and
    Development in Information Retrieval
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  event-place: New York, NY, USA
  ISBN: 978-1-4503-8732-3
  issued:
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      month: 7
      day: 6
  page: 1653–1663
  publisher: Association for Computing Machinery
  publisher-place: New York, NY, USA
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- id: LiUnbiased2011
  author:
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      given: Lihong
    - family: Chu
      given: Wei
    - family: Langford
      given: John
    - family: Wang
      given: Xuanhui
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    Proceedings of the Fourth International Conference on Web Search and Web
    Data Mining (WSDM-11)
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    - year: 2011
  page: 297–306
  title: >-
    Unbiased Offline Evaluation of Contextual-bandit-based News Article
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- id: NicholsonScite2021
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    - family: Mordaunt
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    - family: Rosati
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    - family: Grabitz
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  container-title: Quantitative Science Studies
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  ISSN: 2641-3337
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      month: 11
      day: 5
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- id: RaikoPrincipal2007
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      month: 2
      day: 4
  author:
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    - family: Ilin
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    - family: Karhunen
      given: Juha
  citation-key: RaikoPrincipal2007
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    - family: Koronacki
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    - family: Matwin
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    - family: Mladenič
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    - family: Skowron
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  language: en
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  publisher: Springer Berlin Heidelberg
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  title: >-
    Principal Component Analysis for Large Scale Problems with Lots of Missing
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- id: RendleFactorization2010
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  citation-key: RendleFactorization2010
  container-title: 2010 IEEE International Conference on Data Mining
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  event-title: 2010 IEEE International Conference on Data Mining
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      month: 12
  page: 995-1000
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- id: SachdevaInfinite2022
  accessed:
    - year: 2022
      month: 10
      day: 17
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      given: Noveen
    - family: Dhaliwal
      given: Mehak Preet
    - family: Wu
      given: Carole-Jean
    - family: McAuley
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  citation-key: SachdevaInfinite2022
  DOI: 10.48550/arXiv.2206.02626
  issued:
    - year: 2022
      month: 10
      day: 12
  number: arXiv:2206.02626
  publisher: arXiv
  title: 'Infinite Recommendation Networks: A Data-Centric Approach'
  type: article
  URL: http://arxiv.org/abs/2206.02626

- id: SarwarIncremental2002
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      given: Badrul
    - family: Karypis
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    - family: Konstan
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    - family: Riedl
      given: John
  citation-key: SarwarIncremental2002
  issued:
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  language: en
  title: >-
    Incremental Singular Value Decomposition Algorithms for Highly Scalable
    Recommender Systems
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- id: SedhainAutoRec2015
  accessed:
    - year: 2021
      month: 7
      day: 15
  author:
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      given: Suvash
    - family: Menon
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    - family: Sanner
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    - family: Xie
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  citation-key: SedhainAutoRec2015
  container-title: Proceedings of the 24th International Conference on World Wide Web
  DOI: 10.1145/2740908.2742726
  event-place: Florence Italy
  event-title: 'WWW ''15: 24th International World Wide Web Conference'
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      month: 5
      day: 18
  language: en
  page: 111-112
  publisher: ACM
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  title: 'AutoRec: Autoencoders Meet Collaborative Filtering'
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- id: SharmaEstimating2015
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      day: 24
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    - family: Hofman
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    - family: Watts
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  citation-key: SharmaEstimating2015
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    Proceedings of the Sixteenth ACM Conference on Economics and Computation -
    EC '15
  DOI: 10.1145/2764468.2764488
  issued:
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  language: en
  page: 453-470
  title: >-
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- id: TeenyReview2021
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      month: 11
      day: 15
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    - family: Siev
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    - family: Briñol
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    - family: Petty
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  citation-key: TeenyReview2021
  container-title: Journal of Consumer Psychology
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  ISSN: 1532-7663
  issue: '2'
  issued:
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  language: en
  page: 382-414
  title: >-
    A Review and Conceptual Framework for Understanding Personalized Matching
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- id: WangImproving2014
  accessed:
    - year: 2019
      month: 4
      day: 11
  author:
    - family: Wang
      given: Xinxi
    - family: Wang
      given: Ye
  citation-key: WangImproving2014
  collection-title: MM '14
  container-title: Proceedings of the 22Nd ACM International Conference on Multimedia
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  event-place: Orlando, Florida, USA
  ISBN: 978-1-4503-3063-3
  issued:
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  page: 627–636
  publisher: ACM
  publisher-place: New York, NY, USA
  title: Improving Content-based and Hybrid Music Recommendation Using Deep Learning
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- id: WangNeural2019
  accessed:
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      month: 6
      day: 16
  author:
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      given: Xiang
    - family: He
      given: Xiangnan
    - family: Wang
      given: Meng
    - family: Feng
      given: Fuli
    - family: Chua
      given: Tat-Seng
  citation-key: WangNeural2019
  collection-title: SIGIR'19
  container-title: >-
    Proceedings of the 42nd International ACM SIGIR Conference on Research and
    Development in Information Retrieval
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  event-place: New York, NY, USA
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      day: 18
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  publisher: Association for Computing Machinery
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  title: Neural Graph Collaborative Filtering
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- id: WhittakerRecommender2021
  accessed:
    - year: 2021
      month: 9
      day: 16
  author:
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    - family: Looney
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    - family: Reed
      given: Alastair
    - family: Votta
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  citation-key: WhittakerRecommender2021
  container-title: Internet Policy Review
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  issued:
    - year: 2021
      month: 6
      day: 30
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- id: WuGraph2021
  accessed:
    - year: 2021
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      day: 19
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    - family: Sun
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    - family: Zhang
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      month: 4
      day: 19
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- id: XiaVAEGAN2019
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  page: 4206-4212
  title: >-
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- id: XuDynamic2022
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      day: 4
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    - family: Fu
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    - family: Ji
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    - family: Heinecke
      given: Shelby
    - family: Zhang
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  citation-key: XuDynamic2022
  collection-title: CIKM '22
  container-title: >-
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  DOI: 10.1145/3511808.3557300
  event-place: New York, NY, USA
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      day: 17
  page: 2301–2310
  publisher: Association for Computing Machinery
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  title: Dynamic Causal Collaborative Filtering
  type: paper-conference
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- id: YuParallel2014
  author:
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    - family: Hsieh
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  citation-key: YuParallel2014
  container-title: Knowledge and Information Systems
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  title: Parallel matrix factorization for recommender systems
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- id: YuScalable2012
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  citation-key: YuScalable2012
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    - family: Yi
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  collection-title: RecSys '19
  container-title: Proceedings of the 13th ACM Conference on Recommender Systems
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      day: 10
  page: 43–51
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...
