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Volumn 382, Issue , 2009, Pages

MedLDA: Maximum margin supervised topic models for regression and classification

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; LATENT DIRICHLET ALLOCATION; LOW-DIMENSIONAL REPRESENTATION; MAXIMUM ENTROPY; MAXIMUM MARGIN; NEWSGROUPS; SIDE INFORMATION; TOPIC MODEL; VARIATIONAL METHODS;

EID: 70049109634     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1553374.1553535     Document Type: Conference Paper
Times cited : (39)

References (15)
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    • DiscLDA: Discriminative learning for dimensionality reduction and classification
    • Lacoste-Jullien, S., Sha, F., & Jordan, M. I. (2008). DiscLDA: Discriminative learning for dimensionality reduction and classification. NIPS, 897-904.
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    • Lacoste-Jullien, S.1    Sha, F.2    Jordan, M.I.3
  • 8
    • 33750699291 scopus 로고    scopus 로고
    • Multi-conditional learning: Generative/ discriminative training for clustering and classification
    • McCallum, A., Pal, C., Druck, G., & Wang, X. (2006). Multi-conditional learning: generative/ discriminative training for clustering and classification. AAAI, 433-439.
    • (2006) AAAI , pp. 433-439
    • McCallum, A.1    Pal, C.2    Druck, G.3    Wang, X.4
  • 10
    • 1842788824 scopus 로고    scopus 로고
    • T. Griffiths, M. S. (2004). Finding scientific topics. Proc. of National Academy of Sci., 5228-5235.
    • T. Griffiths, M. S. (2004). Finding scientific topics. Proc. of National Academy of Sci., 5228-5235.
  • 11
    • 84864061876 scopus 로고    scopus 로고
    • A collapsed variational bayesian inference algorithm for latent dirichlet allocation
    • Teh, Y. W., Newman, D., & Welling, M. (2006). A collapsed variational bayesian inference algorithm for latent dirichlet allocation. NIPS, 1353-1360.
    • (2006) NIPS , pp. 1353-1360
    • Teh, Y.W.1    Newman, D.2    Welling, M.3
  • 12
    • 57249084011 scopus 로고    scopus 로고
    • Visualizing data using t-SNE
    • van der Maaten, L., & Hinton, G. (2008). Visualizing data using t-SNE. JMLR, 2579-2605.
    • (2008) JMLR , pp. 2579-2605
    • van der Maaten, L.1    Hinton, G.2
  • 13
    • 33745780732 scopus 로고    scopus 로고
    • Exponential family harmoniums with an application to information retrieval
    • Welling, M., Rosen-Zvi, M., & Hinton, G. (2004). Exponential family harmoniums with an application to information retrieval. NIPS, 1481-1488.
    • (2004) NIPS , pp. 1481-1488
    • Welling, M.1    Rosen-Zvi, M.2    Hinton, G.3
  • 14
    • 56449096750 scopus 로고    scopus 로고
    • Laplace maximum margin Markov networks
    • Zhu, J., Xing, E., & Zhang, B. (2008a). Laplace maximum margin Markov networks. ICML, 1256-1263.
    • (2008) ICML , pp. 1256-1263
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  • 15
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    • Partially observed maximum entropy discrimination Markov networks
    • Zhu, J., Xing, E., & Zhang, B. (2008b). Partially observed maximum entropy discrimination Markov networks. Neur. Info. Proc. Sys., 1977-1984.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.