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Volumn , Issue , 2010, Pages 556-563

A Bayesian matrix factorization model for relational data

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; FACTORIZATION; PREDICTIVE ANALYTICS;

EID: 80053153133     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (45)

References (21)
  • 1
    • 80053155310 scopus 로고    scopus 로고
    • Web 1T 5-gram corpus, version 1
    • Sept.
    • T. Brants and A. Franz. Web 1T 5-gram corpus, version 1. Electronic, Sept. 2006.
    • (2006) Electronic
    • Brants, T.1    Franz, A.2
  • 2
    • 77951168602 scopus 로고    scopus 로고
    • Relational topic models for document networks
    • J. Chang and D. Blei. Relational topic models for document networks. In AISTATS, 2009.
    • (2009) AISTATS
    • Chang, J.1    Blei, D.2
  • 3
    • 0005137116 scopus 로고    scopus 로고
    • The missing link-a probabilistic model of document content and hypertext connectivity
    • D. Cohn and T. Hofmann. The missing link-a probabilistic model of document content and hypertext connectivity. In NIPS, 2000.
    • (2000) NIPS
    • Cohn, D.1    Hofmann, T.2
  • 4
    • 0042420026 scopus 로고    scopus 로고
    • A generalization of principal component analysis to the exponential family
    • M. Collins, S. Dasgupta, and R. E. Schapire. A generalization of principal component analysis to the exponential family. In NIPS 13, 2001.
    • (2001) NIPS , vol.13
    • Collins, M.1    Dasgupta, S.2    Schapire, R.E.3
  • 6
    • 48249140327 scopus 로고    scopus 로고
    • Variational Bayesian approach to movie rating prediction
    • Y. J. Lim and Y. W. Teh. Variational Bayesian approach to movie rating prediction. In KDD-Cup Workshop, 2007.
    • (2007) KDD-Cup Workshop
    • Lim, Y.J.1    The, Y.W.2
  • 8
    • 70349257904 scopus 로고    scopus 로고
    • SoRec: Social recommendation using probabilistic matrix factorization
    • H. Ma, H. Yang, M. R. Lyu, and I. King. SoRec: Social recommendation using probabilistic matrix factorization. In CIKM, pages 931-940, 2008.
    • (2008) CIKM , pp. 931-940
    • Ma, H.1    Yang, H.2    Lyu, M.R.3    King, I.4
  • 11
    • 65449120412 scopus 로고    scopus 로고
    • Joint latent topic models for text and citations
    • R. Nallapati, A. Ahmed, E. P. Xing, and W. W. Cohen. Joint latent topic models for text and citations. In KDD, pages 542-550, 2008.
    • (2008) KDD , pp. 542-550
    • Nallapati, R.1    Ahmed, A.2    Xing, E.P.3    Cohen, W.W.4
  • 13
    • 34250709572 scopus 로고    scopus 로고
    • The support vector decomposition machine
    • F. Pereira and G. Gordon. The support vector decomposition machine. In ICML, pages 689-696, 2006.
    • (2006) ICML , pp. 689-696
    • Pereira, F.1    Gordon, G.2
  • 15
    • 56449127811 scopus 로고    scopus 로고
    • Closed-form supervised dimensionality reduction with generalized linear models
    • I. Rish, G. Grabarnik, G. Cecchi, F. Pereira, and G. J. Gordon. Closed-form supervised dimensionality reduction with generalized linear models. In ICML, pages 832-839, 2008.
    • (2008) ICML , pp. 832-839
    • Rish, I.1    Grabarnik, G.2    Cecchi, G.3    Pereira, F.4    Gordon, G.J.5
  • 16
    • 48349135120 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In NIPS 20, 2007.
    • (2007) NIPS , vol.20
    • Salakhutdinov, R.1    Mnih, A.2
  • 17
    • 84893333872 scopus 로고    scopus 로고
    • Bayesian probabilistic matrix factorization using MCMC
    • R. Salakhutdinov and A. Mnih. Bayesian probabilistic matrix factorization using MCMC. In ICML, 2008.
    • (2008) ICML
    • Salakhutdinov, R.1    Mnih, A.2
  • 19
    • 65449121541 scopus 로고    scopus 로고
    • Relational learning via collective matrix factorization
    • A. P. Singh and G. J. Gordon. Relational learning via collective matrix factorization. In KDD, 2008.
    • (2008) KDD
    • Singh, A.P.1    Gordon, G.J.2
  • 20
    • 52649104455 scopus 로고    scopus 로고
    • Deterministic latent variable models and their pitfalls
    • M. Welling, C. Chemudugunta, and N. Sutter. Deterministic latent variable models and their pitfalls. In SDM, 2008.
    • (2008) SDM
    • Welling, M.1    Chemudugunta, C.2    Sutter, N.3


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