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Volumn , Issue PART 2, 2013, Pages 849-857

Subproblem-tree calibration: A unified approach to max-product message passing

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; LEARNING SYSTEMS;

EID: 84897565382     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (17)
  • 1
    • 80054887189 scopus 로고    scopus 로고
    • Fast inference with min-sum matrix product
    • Felzenszwalb, P. F. and McAuley, J. J. Fast inference with min-sum matrix product. PAMI, 33(12):2549-2554, 2011.
    • (2011) PAMI , vol.33 , Issue.12 , pp. 2549-2554
    • Felzenszwalb, P.F.1    McAuley, J.J.2
  • 2
    • 84875745284 scopus 로고    scopus 로고
    • Fixing max-product: Convergent message passing algorithms for MAP LP-relaxations
    • Globerson, Amir and Jaakkola, Tommi. Fixing max-product: Convergent message passing algorithms for MAP LP-relaxations. In NIPS, 2007.
    • (2007) NIPS
    • Globerson, A.1    Jaakkola, T.2
  • 4
    • 33750129298 scopus 로고    scopus 로고
    • Convergent tree-reweighted message passing for energy minimization
    • October
    • Kolmogorov, V. Convergent tree-reweighted message passing for energy minimization. PAMI, 28(10):-1568-1583, October 2006.
    • (2006) PAMI , vol.28 , Issue.10 , pp. 1568-1583
    • Kolmogorov, V.1
  • 5
    • 56749176795 scopus 로고    scopus 로고
    • Beyond loose LP-relaxations: Optimizing MRFs by repairing cycles
    • Komodakis, N. and Paragios, N. Beyond loose LP-relaxations: Optimizing MRFs by repairing cycles. In ECCV, pp. III: 806-820, 2008.
    • (2008) ECCV
    • Komodakis, N.1    Paragios, N.2
  • 6
    • 79551518880 scopus 로고    scopus 로고
    • MRF energy minimization and beyond via dual decomposition
    • Komodakis, Nikos, Paragios, Nikos, and Tziritas, Georgios. MRF energy minimization and beyond via dual decomposition. PAMI, 33(3):531-552, 2011.
    • (2011) PAMI , vol.33 , Issue.3 , pp. 531-552
    • Komodakis, N.1    Paragios, N.2    Tziritas, G.3
  • 7
    • 80053164534 scopus 로고    scopus 로고
    • Convergent message passing algorithms - A unifying view
    • Meltzer, Talya, Globerson, Amir, and Weiss, Yair. Convergent message passing algorithms - a unifying view. In UAI, pp. 393-401, 2009.
    • (2009) UAI , pp. 393-401
    • Meltzer, T.1    Globerson, A.2    Weiss, Y.3
  • 8
    • 0028483915 scopus 로고
    • Finding MAPs for belief networks is NP-hard
    • Shimony. Finding MAPs for belief networks is NP-hard. AIJ: Artificial Intelligence, 68, 1994.
    • (1994) AIJ: Artificial Intelligence , vol.68
    • Shimony1
  • 9
    • 82455214670 scopus 로고    scopus 로고
    • Tree block coordinate descent for MAP in graphical models
    • Sontag, David and Jaakkola, Tommi. Tree block coordinate descent for MAP in graphical models. AISTATS, 5:544-551, 2009.
    • (2009) AISTATS , vol.5 , pp. 544-551
    • Sontag, D.1    Jaakkola, T.2
  • 10
    • 80053283534 scopus 로고    scopus 로고
    • Tightening LP relaxations for MAP using message passing
    • Sontag, David, Meltzer, Talya, Globerson, Amir, Jaakkola, Tommi, and Weiss, Yair. Tightening LP relaxations for MAP using message passing. In UAI, pp. 503-510, 2008.
    • (2008) UAI , pp. 503-510
    • Sontag, D.1    Meltzer, T.2    Globerson, A.3    Jaakkola, T.4    Weiss, Y.5
  • 11
    • 79957829592 scopus 로고    scopus 로고
    • Introduction to dual decomposition for inference
    • Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), MIT Press
    • Sontag, David, Globerson, Amir, and Jaakkola, Tommi. Introduction to dual decomposition for inference. In Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), Optimization for Machine Learning. MIT Press, 2011.
    • (2011) Optimization for Machine Learning
    • Sontag, D.1    Globerson, A.2    Jaakkola, T.3
  • 13
    • 80053447070 scopus 로고    scopus 로고
    • Dynamic tree block coordinate ascent
    • Tarlow, Daniel, Batra, Dhruv, Kohli, Pushineet, and Kolmogorov, Vladimir. Dynamic tree block coordinate ascent. In ICML, 2011.
    • (2011) ICML
    • Tarlow, D.1    Batra, D.2    Kohli, P.3    Kolmogorov, V.4
  • 14
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • Wainwright, Martin J. and Jordan, Michael I. Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning, 1(1-2):1-305, 2008.
    • (2008) Foundations and Trends in Machine Learning , vol.1 , Issue.1-2 , pp. 1-305
    • Wainwright, M.J.1    Jordan, M.I.2
  • 15
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Weiss, Y. Correctness of local probability propagation in graphical models with loops. Neural Computation, 12:1-41, 2000.
    • (2000) Neural Computation , vol.12 , pp. 1-41
    • Weiss, Y.1
  • 17
    • 33745778496 scopus 로고    scopus 로고
    • Linear programming relaxations and belief propagation - An empirical study
    • Yanover, Chen, Meltzer, Talya, and Weiss, Yair. Linear programming relaxations and belief propagation - an empirical study. JMLR, 7:1887-1907, 2006.
    • (2006) JMLR , vol.7 , pp. 1887-1907
    • Yanover, C.1    Meltzer, T.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.