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Volumn , Issue , 2011, Pages 1178-1185

Improving performance of topic models by variable grouping

Author keywords

[No Author keywords available]

Indexed keywords

AUXILIARY VARIABLES; GIBBS SAMPLING; IMAGE DATASETS; IMPROVING PERFORMANCE; INFERENCE TECHNIQUES; LARGE DATASETS; LOCAL MINIMUMS; STANDARD MODEL;

EID: 84881047303     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-201     Document Type: Conference Paper
Times cited : (1)

References (22)
  • 2
    • 50649084497 scopus 로고    scopus 로고
    • Non-parametric probabilistic image segmentation
    • M. Andreetto, L. Zelnik-Manor, and P. Perona. Non-parametric probabilistic image segmentation. In ICCV, 2007.
    • (2007) ICCV
    • Andreetto, M.1    Zelnik-Manor, L.2    Perona, P.3
  • 3
    • 0344120271 scopus 로고    scopus 로고
    • Graph partition by Swendsen-Wang cuts
    • Adrian Barbu and Song-Chun Zhu. Graph partition by Swendsen-Wang cuts. In ICCV, 2003.
    • (2003) ICCV
    • Barbu, A.1    Zhu, S.-C.2
  • 5
    • 0141607824 scopus 로고    scopus 로고
    • Latent Dirichlet allocation
    • D. Blei, A. Ng, and M. Jordan. Latent Dirichlet allocation. JMLR, 3:993-1022, 2003.
    • (2003) JMLR , vol.3 , pp. 993-1022
    • Blei, D.1    Ng, A.2    Jordan, M.3
  • 6
    • 33745155436 scopus 로고    scopus 로고
    • A bayesian hierarchical model for learning natural scene categories
    • L. Fei-Fei and P. Perona. A bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
    • (2005) CVPR
    • Fei-Fei, L.1    Perona, P.2
  • 7
    • 56449095616 scopus 로고    scopus 로고
    • Memory bounded inference in topic models
    • R. Gomes, M. Welling, and P. Perona. Memory bounded inference in topic models. In ICML, 2008.
    • (2008) ICML
    • Gomes, R.1    Welling, M.2    Perona, P.3
  • 8
    • 51949095160 scopus 로고    scopus 로고
    • A split-merge Markov Chain Monte Carlo procedure for the Dirichlet process mixture model
    • S. Jain and R. Neal. A split-merge Markov Chain Monte Carlo procedure for the Dirichlet process mixture model. Journal of Computational and Graphical Statistics, 2000.
    • (2000) Journal of Computational and Graphical Statistics
    • Jain, S.1    Neal, R.2
  • 9
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proc. IEEE, 86(11):2278-2324, 1998.
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 10
    • 70449504107 scopus 로고    scopus 로고
    • Modeling user rating profiles for collaborative filtering
    • B. Marlin. Modeling user rating profiles for collaborative filtering. In NIPS, 2003.
    • (2003) NIPS
    • Marlin, B.1
  • 11
    • 80052403470 scopus 로고    scopus 로고
    • Multi-HDP: A non parametric bayesian model for tensor factorization
    • I. Porteous, E. Bart, and M. Welling. Multi-HDP: A non parametric bayesian model for tensor factorization. In AAAI, 2008.
    • (2008) AAAI
    • Porteous, I.1    Bart, E.2    Welling, M.3
  • 13
    • 0345414167 scopus 로고    scopus 로고
    • Learning a classification model for segmentation
    • X. Ren and J. Malik. Learning a classification model for segmentation. In ICCV, 2003.
    • (2003) ICCV
    • Ren, X.1    Malik, J.2
  • 14
    • 84881058842 scopus 로고    scopus 로고
    • S. Roweis. Nips 12 dataset, 2002. www.cs.toronto.edu/∼roweis/data/ nips12-str602.readme.
    • (2002) Nips 12 Dataset
    • Roweis, S.1
  • 17
    • 34748901000 scopus 로고    scopus 로고
    • Probabilistic topic models
    • T. Landauer, D. McNamara, S. Dennis, and W. Kintsch, editors, Laurence Erlbaum
    • M. Steyvers and T. Griffiths. Probabilistic topic models. In T. Landauer, D. McNamara, S. Dennis, and W. Kintsch, editors, Latent Semantic Analysis: A Road to Meaning. Laurence Erlbaum, 2005.
    • (2005) Latent Semantic Analysis: A Road to Meaning
    • Steyvers, M.1    Griffiths, T.2
  • 18
    • 33747349191 scopus 로고
    • Nonuniversal critical dynamics in Monte Carlo simulations
    • Jan
    • Robert H. Swendsen and Jian-Sheng Wang. Nonuniversal critical dynamics in Monte Carlo simulations. Phys. Rev. Lett., 58(2):86-88, Jan 1987.
    • (1987) Phys. Rev. Lett. , vol.58 , Issue.2 , pp. 86-88
    • Swendsen, R.H.1    Wang, J.-S.2
  • 20
    • 33745952825 scopus 로고    scopus 로고
    • An integrated framework for image segmentation and perceptual grouping
    • Zhuowen Tu. An integrated framework for image segmentation and perceptual grouping. In ICCV, 2005.
    • (2005) ICCV
    • Tu, Z.1
  • 21
    • 79952129745 scopus 로고    scopus 로고
    • Rethinking lda: Why priors matter
    • Hanna Wallach, David Mimno, and Andrew McCallum. Rethinking lda: Why priors matter. In NIPS, 2009.
    • (2009) NIPS
    • Wallach, H.1    Mimno, D.2    McCallum, A.3
  • 22
    • 70350681184 scopus 로고    scopus 로고
    • Efficient methods for topic model inference on streaming document collections
    • L. Yao, D. Mimno, and A. McCallum. Efficient methods for topic model inference on streaming document collections. In KDD, 2009.
    • (2009) KDD
    • Yao, L.1    Mimno, D.2    McCallum, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.