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Volumn , Issue , 2008, Pages

Distributed inference for Latent Dirichlet Allocation

Author keywords

[No Author keywords available]

Indexed keywords

ALLOCATION MODEL; DATA SET; DISTRIBUTED INFERENCE; DISTRIBUTED LEARNING; GIBBS SAMPLING; LATENT DIRICHLET ALLOCATION; LATENT VARIABLE MODELING; SIMPLE++; SINGLE PROCESSOR IMPLEMENTATION; TOPIC MODELING;

EID: 85161988453     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (118)

References (11)
  • 1
    • 56049109090 scopus 로고    scopus 로고
    • Map-Reduce for machine learning on multicore
    • MIT Press, Cambridge, MA
    • C. Chu, S. Kim, Y. Lin, Y. Yu, G. Bradski, A. Ng, and K. Olukotun. Map-Reduce for machine learning on multicore. In NIPS 19, pages 281-288. MIT Press, Cambridge, MA, 2007.
    • (2007) NIPS , vol.19 , pp. 281-288
    • Chu, C.1    Kim, S.2    Lin, Y.3    Yu, Y.4    Bradski, G.5    Ng, A.6    Olukotun, K.7
  • 2
    • 84898966501 scopus 로고    scopus 로고
    • Newscast em
    • MIT Press, Cambridge, MA
    • W. Kowalczyk and N. Vlassis. Newscast EM. In NIPS 17, pages 713-720. MIT Press, Cambridge, MA, 2005.
    • (2005) NIPS , vol.17 , pp. 713-720
    • Kowalczyk, W.1    Vlassis, N.2
  • 4
    • 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
    • 84898982794 scopus 로고    scopus 로고
    • Sharing clusters among related groups: Hierarchical Dirichlet processes
    • MIT Press, Cambridge, MA
    • Y.W. Teh, M. Jordan, M. Beal, and A. Blei. Sharing clusters among related groups: Hierarchical Dirichlet processes. In NIPS 17, pages 1385-1392. MIT Press, Cambridge, MA, 2005.
    • (2005) NIPS , vol.17 , pp. 1385-1392
    • Teh, Y.W.1    Jordan, M.2    Beal, M.3    Blei, A.4
  • 7
    • 33749249041 scopus 로고    scopus 로고
    • Pachinko allocation: DAG-structured mixture models of topic correlations
    • W. Li and A. McCallum. Pachinko allocation: DAG-structured mixture models of topic correlations. In ICML, pages 577-584, 2006.
    • (2006) ICML , pp. 577-584
    • Li, W.1    McCallum, A.2
  • 8
    • 84950432017 scopus 로고
    • A Monte Carlo implementation of the em algorithm and the poor man's data augmentation algorithms
    • G.Wei and M. Tanner. A Monte Carlo implementation of the EM algorithm and the poor man's data augmentation algorithms. Journal of the American Statistical Association, 85(411):699-704, 1990.
    • (1990) Journal of the American Statistical Association , vol.85 , Issue.411 , pp. 699-704
    • Wei, G.1    Tanner, M.2
  • 10
    • 33645560014 scopus 로고    scopus 로고
    • Parallel Markov Chain Monte Carlo simulation by pre-fetching
    • DOI 10.1198/106186006X100579
    • A. Brockwell. Parallel markov chain monte carlo simulation by pre-fetching. In J.Comp.Graph.Stats, volume 15, pages 246-261, 2006. (Pubitemid 43514420)
    • (2006) Journal of Computational and Graphical Statistics , vol.15 , Issue.1 , pp. 246-261
    • Brockwell, A.E.1
  • 11
    • 36348944093 scopus 로고    scopus 로고
    • Organizing the OCA: Learning faceted subjects from a library of digital books
    • DOI 10.1145/1255175.1255249, Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007: Building and Sustaining the Digital Environment
    • A. McCallum D. Mimno. Organizing the oca: Learning faceted subjects from a library of digital books. In Joint Conference in Digital Libraries, pages 376-385, 2007. (Pubitemid 350158008)
    • (2007) Proceedings of the ACM International Conference on Digital Libraries , pp. 376-385
    • Mimno, D.1    McCallum, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.