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Volumn , Issue , 2013, Pages

On sampling from the Gibbs distribution with random maximum a-posteriori perturbations

Author keywords

[No Author keywords available]

Indexed keywords

ENERGY LANDSCAPE; GIBBS DISTRIBUTION; LOW DIMENSIONAL; LOWER BOUNDS; MAP INFERENCES; MAXIMUM A POSTERIORI; PARTITION FUNCTIONS;

EID: 84898967883     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (56)

References (25)
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    • Boykov, Y.1    Veksler, O.2    Zabih, R.3
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    • Polynomial-time approximation algorithms for the ising model
    • M. Jerrum and A. Sinclair. Polynomial-time approximation algorithms for the ising model. SIAM Journal on computing, 22(5):1087-1116, 1993.
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    • Jerrum, M.1    Sinclair, A.2
  • 8
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M.I. Jordan, Z. Ghahramani, T.S. Jaakkola, and L.K. Saul. An introduction to variational methods for graphical models. Machine learning, 37(2):183-233, 1999.
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.S.3    Saul, L.K.4
  • 9
    • 80051614298 scopus 로고    scopus 로고
    • Pac-bayesian approach for minimization of phoneme error rate
    • J. Keshet, D. McAllester, and T. Hazan. Pac-bayesian approach for minimization of phoneme error rate. In ICASSP, 2011.
    • (2011) ICASSP
    • Keshet, J.1    McAllester, D.2    Hazan, T.3
  • 10
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    • Measuring uncertainty in graph cut solutions-efficiently computing min-marginal energies using dynamic graph cuts
    • Pushmeet Kohli and Philip HS Torr. Measuring uncertainty in graph cut solutions-efficiently computing min-marginal energies using dynamic graph cuts. In ECCV, pages 30-43. 2006.
    • (2006) ECCV , pp. 30-43
    • Kohli, P.1    Torr, P.H.S.2
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    • 84856654560 scopus 로고    scopus 로고
    • Perturb-and-map random fields: Using discrete optimization to learn and sample from energy models
    • Barcelona, Spain, November
    • G. Papandreou and A. Yuille. Perturb-and-map random fields: Using discrete optimization to learn and sample from energy models. In ICCV, Barcelona, Spain, November 2011.
    • (2011) ICCV
    • Papandreou, G.1    Yuille, A.2
  • 24
    • 51949116660 scopus 로고    scopus 로고
    • High-arity interactions, polyhedral relaxations, and cutting plane algorithm for soft constraint optimisation (map-mrf)
    • T. Werner. High-arity interactions, polyhedral relaxations, and cutting plane algorithm for soft constraint optimisation (map-mrf). In CVPR, pages 1-8, 2008.
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    • Werner, T.1
  • 25
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    • Approximating partition functions of the two-state spin system
    • J. Zhang, H. Liang, and F. Bai. Approximating partition functions of the two-state spin system. Information Processing Letters, 111(14):702-710, 2011.
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    • Zhang, J.1    Liang, H.2    Bai, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.