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Volumn 1, Issue , 2015, Pages 787-795

Random coordinate descent methods for minimizing decomposable submodular functions

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER VISION; CONVEX OPTIMIZATION; LEARNING SYSTEMS; OPTIMIZATION; POLYNOMIAL APPROXIMATION;

EID: 84969530870     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (49)

References (19)
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    • A push-relabel framework for submodular function minimization and applications to parametric optimization
    • Fleischer, Lisa and Iwata, Satoru. A push-relabel framework for submodular function minimization and applications to parametric optimization. Discrete Applied Mathematics, 131(2):311-322, 2003.
    • (2003) Discrete Applied Mathematics , vol.131 , Issue.2 , pp. 311-322
    • Fleischer, L.1    Iwata, S.2
  • 4
    • 51249185617 scopus 로고
    • The ellipsoid method and its consequences in combinatorial optimization
    • Grotschel, Martin, Lovasz, Laszlo, and Schrijver, Alexander. The ellipsoid method and its consequences in combinatorial optimization. Combinatorica, 1(2): 169-197, 1981.
    • (1981) Combinatorica , vol.1 , Issue.2 , pp. 169-197
    • Grotschel, M.1    Lovasz, L.2    Schrijver, A.3
  • 5
    • 0141534137 scopus 로고    scopus 로고
    • A faster scaling algorithm for minimizing submodular functions
    • Iwata, Satoru. A faster scaling algorithm for minimizing submodular functions. S1AM Journal on Computing, 32 (4):833-840, 2003.
    • (2003) S1AM Journal on Computing , vol.32 , Issue.4 , pp. 833-840
    • Iwata, S.1
  • 6
    • 80052906787 scopus 로고    scopus 로고
    • Submodularity beyond submodular energies: Coupling edges in graph cuts
    • IEEE
    • Jegelka, Stefanie and Bilmes, Jeff. Submodularity beyond submodular energies: coupling edges in graph cuts. In Computer Vision and Pattern Recognition (CVPR), pp. 1897-1904. IEEE, 2011.
    • (2011) Computer Vision and Pattern Recognition (CVPR , pp. 1897-1904
    • Jegelka, S.1    Bilmes, J.2
  • 8
    • 84864761190 scopus 로고    scopus 로고
    • Minimizing a sum of submodular functions
    • Kolmogorov, Vladimir. Minimizing a sum of submodular functions. Discrete Applied Mathematics, 160(15): 2246-2258, 2012.
    • (2012) Discrete Applied Mathematics , vol.160 , Issue.15 , pp. 2246-2258
    • Kolmogorov, V.1
  • 11
    • 84865692149 scopus 로고    scopus 로고
    • Efficiency of coordinate descent methods on huge-scale optimization problems
    • Nesterov, Yurii. Efficiency of coordinate descent methods on huge-scale optimization problems. SIAM Journal on Optimization, 22(2):341-362, 2012.
    • (2012) SIAM Journal on Optimization , vol.22 , Issue.2 , pp. 341-362
    • Nesterov, Y.1
  • 14
    • 58149485960 scopus 로고    scopus 로고
    • A faster strongly polynomial time algorithm for submodular function minimization
    • Orlin, James B. A faster strongly polynomial time algorithm for submodular function minimization. Mathematical Programming, 118(2):237-251, 2009.
    • (2009) Mathematical Programming , vol.118 , Issue.2 , pp. 237-251
    • Orlin, J.B.1
  • 15
    • 84969537610 scopus 로고
    • Princeton Mathematical Series. Princeton university press
    • Rockafellar, R Tyrrell. Convex analysis. Number 28 in Princeton Mathematical Series. Princeton university press, 1970.
    • (1970) Convex Analysis , Issue.28
    • Rockafellar, R.T.1
  • 16
    • 84877632511 scopus 로고    scopus 로고
    • Grabcut: Interactive foreground extraction using iterated graph cuts
    • Rother, Carsten, Kolmogorov, Vladimir, and Blake, Andrew. Grabcut: Interactive foreground extraction using iterated graph cuts. ACM Transactions on Graphics (TOG), 23(3):309-314, 2004.
    • (2004) ACM Transactions on Graphics (TOG , vol.23 , Issue.3 , pp. 309-314
    • Rother, C.1    Kolmogorov, V.2    Blake, A.3
  • 17
    • 0034311821 scopus 로고    scopus 로고
    • A combinatorial algorithm minimizing submodular functions in strongly polynomial time
    • Schrijver, Alexander. A combinatorial algorithm minimizing submodular functions in strongly polynomial time. Journal of Combinatorial Theory, Series B, 80(2):346-355, 2000.
    • (2000) Journal of Combinatorial Theory, Series B , vol.80 , Issue.2 , pp. 346-355
    • Schrijver, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.