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Volumn 9, Issue , 2008, Pages 67-104

Discriminative learning of max-sum classifiers

Author keywords

Hidden markov networks; Max xum classifier; Support vector machines

Indexed keywords

LEARNING ALGORITHMS; LINEAR PROGRAMMING; MARKOV PROCESSES; MAXIMUM LIKELIHOOD; PARAMETER ESTIMATION;

EID: 38949112095     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (21)

References (37)
  • 4
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • J. Besag. On the statistical analysis of dirty pictures. Journal of the Royal Statistical Society, 48: 259-302, 1986.
    • (1986) Journal of the Royal Statistical Society , vol.48 , pp. 259-302
    • Besag, J.1
  • 5
    • 4344598245 scopus 로고    scopus 로고
    • An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision
    • Sept
    • Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(9): 1124-1137, Sept. 2004.
    • (2004) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.26 , Issue.9 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2
  • 7
    • 65549141177 scopus 로고    scopus 로고
    • Approximation algorithms for the metric labeling problem via a new linear programming formulation
    • C. Chekuri, S. Khanna, J. Naor, and L. Zosin. Approximation algorithms for the metric labeling problem via a new linear programming formulation. In Symposium on Discrete Algorithms, pages 109-118, 2001.
    • (2001) Symposium on Discrete Algorithms , pp. 109-118
    • Chekuri, C.1    Khanna, S.2    Naor, J.3    Zosin, L.4
  • 8
    • 20444504050 scopus 로고
    • The theory and practice of bayesian image labeling
    • June
    • P.B. Chou and C.M. Brown. The theory and practice of bayesian image labeling. International Journal on Computer Vision, 4(3):185-210, June 1990.
    • (1990) International Journal on Computer Vision , vol.4 , Issue.3 , pp. 185-210
    • Chou, P.B.1    Brown, C.M.2
  • 9
    • 85127836544 scopus 로고    scopus 로고
    • Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
    • M. Collins. Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms. In Conference on Empirical Methods in Natural Language Processing, pages 1-8, 2002.
    • (2002) Conference on Empirical Methods in Natural Language Processing , pp. 1-8
    • Collins, M.1
  • 10
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • Dec
    • K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research, 2:265-292, Dec. 2001.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 11
    • 31844444272 scopus 로고    scopus 로고
    • Supervised clustering with support vector machines
    • ACM Press, New York
    • T. Finley and T. Joachims. Supervised clustering with support vector machines. In International Conference on Machine Learning, pages 217-224. ACM Press, New York, 2005.
    • (2005) International Conference on Machine Learning , pp. 217-224
    • Finley, T.1    Joachims, T.2
  • 14
    • 0027677367 scopus 로고
    • Polynomial-time approximation algorithms for the Ising model
    • M. Jerrum and A. Sinclair. Polynomial-time approximation algorithms for the Ising model. SIAM Journal of Computing, 22:1087-1116, 1993.
    • (1993) SIAM Journal of Computing , vol.22 , pp. 1087-1116
    • Jerrum, M.1    Sinclair, A.2
  • 16
    • 84949969441 scopus 로고    scopus 로고
    • What energy functions can be minimized via graph cuts?
    • Springer-Verlag
    • V. Kolmogorov and R. Zabih. What energy functions can be minimized via graph cuts? In European Conference on Computer Vision, pages 65-81. Springer-Verlag, 2002.
    • (2002) European Conference on Computer Vision , pp. 65-81
    • Kolmogorov, V.1    Zabih, R.2
  • 17
    • 0032178207 scopus 로고    scopus 로고
    • The partial constraint satisfaction problem: Facets and lifting theorems
    • A. Koster, C. P. M. Hoesel, and A. W. J. Kolen. The partial constraint satisfaction problem: Facets and lifting theorems. Operations Research Letters, 23(3-5):89-97, 1998.
    • (1998) Operations Research Letters , vol.23 , Issue.3-5 , pp. 89-97
    • Koster, A.1    Hoesel, C.P.M.2    Kolen, A.W.J.3
  • 18
    • 34249684134 scopus 로고
    • Dvumernoe programmirovanie v zadachakh analiza izobrazheniy (two-dimensional programming in image analysis problems)
    • In Russian
    • V.A. Koval and M.I. Schlesinger. Dvumernoe programmirovanie v zadachakh analiza izobrazheniy (two-dimensional programming in image analysis problems). USSR Academy of Science, Automatics and Telemechanics, 8:149-168, 1976. In Russian.
    • (1976) USSR Academy of Science, Automatics and Telemechanics , vol.8 , pp. 149-168
    • Koval, V.A.1    Schlesinger, M.I.2
  • 20
    • 0000327937 scopus 로고
    • On convergence proofs of perceptions
    • Polytechnic Institute of Brooklyn
    • A. Novikoff. On convergence proofs of perceptions. In Symposium on Mathematical Theory of Automata, volume 12, pages 615-622. Polytechnic Institute of Brooklyn, 1962.
    • (1962) Symposium on Mathematical Theory of Automata , vol.12 , pp. 615-622
    • Novikoff, A.1
  • 24
    • 33750225516 scopus 로고    scopus 로고
    • PhD thesis, Technische Universität Dresden, Fakultät Informatik, Institut für Künstliche Intelligenz, July, In German
    • D. Schlesinger. Structurelle Ansätze für die Stereoreconstruction. PhD thesis, Technische Universität Dresden, Fakultät Informatik, Institut für Künstliche Intelligenz, July 2005. In German.
    • (2005) Structurelle Ansätze für die Stereoreconstruction
    • Schlesinger, D.1
  • 25
    • 33947143988 scopus 로고
    • Sintaksicheskiy analiz dvumernykh zritelnikh signalov v usloviyakh pomekh (Syntactic analysis of two-dimensional visual signals in noisy conditions)
    • In Russian
    • M.I. Schlesinger. Sintaksicheskiy analiz dvumernykh zritelnikh signalov v usloviyakh pomekh (Syntactic analysis of two-dimensional visual signals in noisy conditions). Kibernetika, 4:113-130, 1976. In Russian.
    • (1976) Kibernetika , vol.4 , pp. 113-130
    • Schlesinger, M.I.1
  • 26
    • 9444238216 scopus 로고    scopus 로고
    • Some solvable sublcasses of structural recognition problems
    • Czech Pattern Recognition Society
    • M.I. Schlesinger and B. Flach. Some solvable sublcasses of structural recognition problems. In Czech Pattern Recognition Workshop. Czech Pattern Recognition Society, 2000.
    • (2000) Czech Pattern Recognition Workshop
    • Schlesinger, M.I.1    Flach, B.2
  • 36
    • 38949146156 scopus 로고    scopus 로고
    • T. Werner. A linear programming approach to max-sum problem: A review. Research Report CTU-CMP-2005-25, Center for Machine Perception, K13133 FEE Czech Technical University, Prague, Czech Republic, December 2005.
    • T. Werner. A linear programming approach to max-sum problem: A review. Research Report CTU-CMP-2005-25, Center for Machine Perception, K13133 FEE Czech Technical University, Prague, Czech Republic, December 2005.
  • 37
    • 23744513375 scopus 로고    scopus 로고
    • Constructing free-energy approximations and generalized belief propagation algorithms
    • J. S. Yedidia, W. T. Freeman, and Y. Weiss. Constructing free-energy approximations and generalized belief propagation algorithms. IEEE Transactions on Information Theory, 51(7):2282-2312, 2005.
    • (2005) IEEE Transactions on Information Theory , vol.51 , Issue.7 , pp. 2282-2312
    • Yedidia, J.S.1    Freeman, W.T.2    Weiss, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.