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Volumn , Issue , 2011, Pages 274-282

Active semi-supervised learning using submodular functions

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS; GRAPHIC METHODS; LEARNING SYSTEMS;

EID: 80053162015     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (41)

References (23)
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    • (1997) Lecture Notes in Computer Science , Issue.1203 , pp. 288-298
    • Alimonti, P.1    Kann, V.2
  • 3
    • 34547969350 scopus 로고    scopus 로고
    • Label propagation and quadratic criterion
    • O. Chapelle, B. Schölkopf, and A. Zien, editors, MIT Press
    • Y. Bengio, O. Delalleau, and N. Le Roux. Label propagation and quadratic criterion. In O. Chapelle, B. Schölkopf, and A. Zien, editors, Semi-Supervised Learning. MIT Press, 2006.
    • (2006) Semi-Supervised Learning
    • Bengio, Y.1    Delalleau, O.2    Le Roux, N.3
  • 4
    • 0010805362 scopus 로고    scopus 로고
    • Learning from labeled and unlabeled data using graph mincuts
    • A. Blum and S. Chawla. Learning from labeled and unlabeled data using graph mincuts. In ICML, 2001.
    • (2001) ICML
    • Blum, A.1    Chawla, S.2
  • 6
    • 84898078771 scopus 로고    scopus 로고
    • Fast and optimal prediction of a labeled tree
    • N. Cesa-Bianchi, C. Gentile, and F. Vitale. Fast and optimal prediction of a labeled tree. In COLT, 2009.
    • (2009) COLT
    • Cesa-Bianchi, N.1    Gentile, C.2    Vitale, F.3
  • 10
    • 0022093904 scopus 로고
    • Optimal attack and reinforcement of a network
    • W. Cunningham. Optimal attack and reinforcement of a network. Journal of the ACM, 1985.
    • (1985) Journal of the ACM
    • Cunningham, W.1
  • 14
    • 84858734050 scopus 로고    scopus 로고
    • Label selection on graphs
    • A. Guillory and J. Bilmes. Label Selection on Graphs. In NIPS, 2009.
    • (2009) NIPS
    • Guillory, A.1    Bilmes, J.2
  • 15
    • 84898080951 scopus 로고    scopus 로고
    • Predicting the labelling of a graph via minimum P-seminorm interpolation
    • M. Herbster and G. Lever. Predicting the Labelling of a Graph via Minimum p-Seminorm Interpolation. In COLT, 2009.
    • (2009) COLT
    • Herbster, M.1    Lever, G.2
  • 16
    • 70349105907 scopus 로고    scopus 로고
    • A simple combinatorial algorithm for submodular function minimization
    • S. Iwata and J. B. Orlin. A simple combinatorial algorithm for submodular function minimization. In SODA, 2009.
    • (2009) SODA
    • Iwata, S.1    Orlin, J.B.2
  • 17
    • 0013017899 scopus 로고    scopus 로고
    • A fast and high quality multilevel scheme for partitioning irregular graphs
    • G. Karypis and V. Kumar. A fast and high quality multilevel scheme for partitioning irregular graphs. SIAM Journal on Scientific Computing, 1999.
    • (1999) SIAM Journal on Scientific Computing
    • Karypis, G.1    Kumar, V.2
  • 18
    • 77951148076 scopus 로고
    • Accelerated greedy algorithms for maximizing submodular set functions
    • M. Minoux. Accelerated greedy algorithms for maximizing submodular set functions. Optimization Techniques, pages 234-243, 1978.
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    • Minoux, M.1
  • 21
    • 85162051091 scopus 로고    scopus 로고
    • Effcient minimization of decomposable submodular functions
    • P. Stobbe and A. Krause. Effcient minimization of decomposable submodular functions. NIPS, 2010.
    • (2010) NIPS
    • Stobbe, P.1    Krause, A.2
  • 22
    • 51249182537 scopus 로고
    • An analysis of the greedy algorithm for the submodular set covering problem
    • L. Wolsey. An analysis of the greedy algorithm for the submodular set covering problem. Combinatorica, 2 (4), 1982.
    • (1982) Combinatorica , vol.2 , Issue.4
    • Wolsey, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.