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Volumn , Issue , 2010, Pages

Worst-case bounds on the quality of max-product fixed-points

Author keywords

[No Author keywords available]

Indexed keywords

BIPARTITE GRAPHS; DISJOINT CYCLE; FIELD PARAMETERS; FIELD STRUCTURES; FIXED POINTS; MARKOV RANDOM FIELDS; MAX-PRODUCT; MAX-PRODUCT ALGORITHMS;

EID: 85162002481     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (20)
  • 1
    • 0344983321 scopus 로고    scopus 로고
    • Comparison of graph cuts with belief propagation for stereo, using identical mrf parameters
    • Marshall F. Tappen andWilliam T. Freeman. Comparison of graph cuts with belief propagation for stereo, using identical mrf parameters. In In ICCV, pages 900-907, 2003.
    • (2003) ICCV , pp. 900-907
    • Tappen, M.F.1    Freeman, W.T.2
  • 4
    • 84899946303 scopus 로고    scopus 로고
    • Decentralised coordination of low-power embedded devices using the max-sum algorithm
    • Alessandro Farinelli, Alex Rogers, Adrian Petcu, and Nicholas R. Jennings. Decentralised coordination of low-power embedded devices using the max-sum algorithm. In AAMAS, pages 639-646, 2008.
    • (2008) AAMAS , pp. 639-646
    • Farinelli, A.1    Rogers, A.2    Petcu, A.3    Jennings, N.R.4
  • 5
    • 0028483915 scopus 로고
    • Finding MAPs for belief networks is NP-Hard
    • Solomon Eyal Shimony. Finding MAPs for belief networks is NP-Hard. Artif. Intell., 68(2):399-410, 1994.
    • (1994) Artif. Intell. , vol.68 , Issue.2 , pp. 399-410
    • Shimony, S.E.1
  • 10
    • 0003264416 scopus 로고    scopus 로고
    • Very loopy belief propagation for unwrapping phase images
    • Brendan J. Frey, Ralf Koetter, and Nemanja Petrovic. Very loopy belief propagation for unwrapping phase images. In NIPS, pages 737-743, 2001.
    • (2001) NIPS , pp. 737-743
    • Frey, B.J.1    Koetter, R.2    Petrovic, N.3
  • 11
    • 84988779772 scopus 로고    scopus 로고
    • Correctness of local probability propagation in graphical models with loops
    • Yair Weiss. Correctness of local probability propagation in graphical models with loops. Neural Computation, 12(1):1-41, 2000.
    • (2000) Neural Computation , vol.12 , Issue.1 , pp. 1-41
    • Weiss, Y.1
  • 12
    • 84860618061 scopus 로고    scopus 로고
    • Belief-propagation for weighted b-matchings on arbitrary graphs and its relation to linear programs with integer solutions
    • abs/0709.1190
    • Mohsen Bayati, Christian Borgs, Jennifer T. Chayes, and Riccardo Zecchina. Belief-propagation for weighted b-matchings on arbitrary graphs and its relation to linear programs with integer solutions. CoRR, abs/0709.1190, 2007.
    • (2007) CoRR
    • Bayati, M.1    Borgs, C.2    Chayes, J.T.3    Zecchina, R.4
  • 13
    • 85162071464 scopus 로고    scopus 로고
    • Linear programming analysis of loopy belief propagation for weighted matching
    • J. C. Platt, D. Koller, Y. Singer, and S. Roweis, editors. MIT Press, Cambridge, MA
    • Sujay Sanghavi, Dmitry Malioutov, and Alan Willsky. Linear programming analysis of loopy belief propagation for weighted matching. In J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1273-1280. MIT Press, Cambridge, MA, 2008.
    • (2008) Advances in Neural Information Processing Systems , vol.20 , pp. 1273-1280
    • Sanghavi, S.1    Malioutov, D.2    Willsky, A.3
  • 14
    • 85161963730 scopus 로고    scopus 로고
    • Message-passing for maximum weight independent set
    • abs/0807.5091
    • Sujay Sanghavi, Devavrat Shah, and Alan S.Willsky. Message-passing for maximum weight independent set. CoRR, abs/0807.5091, 2008.
    • (2008) CoRR
    • Sanghavi, S.1    Shah, D.2    Willsky, A.S.3
  • 16
    • 3943084089 scopus 로고    scopus 로고
    • Tree consistency and bounds on the performance of the max-product algorithm and its generalizations
    • Martin J. Wainwright, Tommi Jaakkola, and Alan S. Willsky. Tree consistency and bounds on the performance of the max-product algorithm and its generalizations. Statistics and Computing, 14(2):143-166, 2004.
    • (2004) Statistics and Computing , vol.14 , Issue.2 , pp. 143-166
    • Wainwright, M.J.1    Jaakkola, T.2    Willsky, A.S.3
  • 17
    • 0035246323 scopus 로고    scopus 로고
    • On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs
    • YairWeiss andWilliam T. Freeman. On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs. IEEE Transactions on Information Theory, 47(2):736-744, 2001.
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.2 , pp. 736-744
    • Weiss, Y.1    Freeman, W.T.2
  • 18
    • 84861351954 scopus 로고    scopus 로고
    • Quality guarantees on k-optimal solutions for distributed constraint optimization problems
    • Jonathan P. Pearce and Milind Tambe. Quality guarantees on k-optimal solutions for distributed constraint optimization problems. In IJCAI, pages 1446-1451, 2007.
    • (2007) IJCAI , pp. 1446-1451
    • Pearce, J.P.1    Tambe, M.2
  • 19
    • 79960831429 scopus 로고    scopus 로고
    • Asynchronous algorithms for approximate distributed constraint optimization with quality bounds
    • Christopher Kiekintveld, Zhengyu Yin, Atul Kumar, and Milind Tambe. Asynchronous algorithms for approximate distributed constraint optimization with quality bounds. In AAMAS, pages 133-140, 2010.
    • (2010) AAMAS , pp. 133-140
    • Kiekintveld, C.1    Yin, Z.2    Kumar, A.3    Tambe, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.