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Volumn 2006, Issue , 2006, Pages 841-848

Deterministic annealing for semi-supervised kernel machines

Author keywords

[No Author keywords available]

Indexed keywords

ANNEALING; CLASSIFICATION (OF INFORMATION); LEARNING ALGORITHMS; OPTIMIZATION; PROBLEM SOLVING;

EID: 33749242620     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (72)

References (17)
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  • 4
    • 33749259328 scopus 로고    scopus 로고
    • Trading convexity for scalability
    • Collobert, R., Weston, J. & Bottou, L. (2005). Trading Convexity for Scalability, NIPS 19.
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  • 5
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    • Training a support vector machine in the primal
    • MPI, Tuebingen
    • Chapelle, O. (2006). Training a Support Vector Machine in the Primal, Tech. report, MPI, Tuebingen.
    • (2006) Tech. Report
    • Chapelle, O.1
  • 6
    • 33749257143 scopus 로고    scopus 로고
    • A continuation method for semi-supervised SVMs
    • submitted to
    • Chapelle, O., Chi, M. & Zien, A. (2006). A Continuation Method for Semi-Supervised SVMs, submitted to ICML 2006.
    • (2006) ICML 2006
    • Chapelle, O.1    Chi, M.2    Zien, A.3
  • 7
    • 51949086172 scopus 로고    scopus 로고
    • Semi-supervised classification by low density separation
    • Chapelle, O. & Zien, A. (2005). Semi-Supervised Classification by Low Density Separation, AI & Statistics.
    • (2005) AI & Statistics
    • Chapelle, O.1    Zien, A.2
  • 8
    • 33749235067 scopus 로고    scopus 로고
    • Homotopy optimization methods for global optimization
    • Univ. of Maryland
    • Dunlavy, D. M & O'Leary, D. P. (2005). Homotopy Optimization methods for Global Optimization, Tech. Report, CS-TR-4773, Univ. of Maryland.
    • (2005) Tech. Report , vol.CS-TR-4773
    • Dunlavy, D.M.1    O'Leary, D.P.2
  • 10
    • 0030734483 scopus 로고    scopus 로고
    • Pairwise data clustering by deterministic annealing
    • Hofmann, T. & Buhmann, J. M. (1997). Pairwise Data Clustering by Deterministic Annealing, IEEE TPAMI, No. 1, pp. 1-14.
    • (1997) IEEE TPAMI , Issue.1 , pp. 1-14
    • Hofmann, T.1    Buhmann, J.M.2
  • 11
    • 1942483137 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • Joachims T. (1999). Transductive Inference for Text Classification using Support Vector Machines, ICML.
    • (1999) ICML
    • Joachims, T.1
  • 12
    • 21844461582 scopus 로고    scopus 로고
    • A modified finite Newton method for fast solution of large scale linear SVMs
    • Keerthi, S. S., & DeCoste, D. (2005) A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs, JMLR, vol. 6, pp. 341-361
    • (2005) JMLR , vol.6 , pp. 341-361
    • Keerthi, S.S.1    DeCoste, D.2
  • 13
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    • Optimization by simulated annealing
    • Kirkpatrick, S., Gelatt, C., & Vecchi, M. (1983). Optimization by Simulated annealing, Science, vol. 220, pp. 671-680.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.2    Vecchi, M.3
  • 15
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    • Deterministic annealing for clustering, compression, classification, regression, and related optimization problems
    • Rose, K. (1998). Deterministic annealing for clustering, compression, classification, regression, and related optimization problems, Proc. of IEEE, vol. 80, no. 11, pp. 2210-2239
    • (1998) Proc. of IEEE , vol.80 , Issue.11 , pp. 2210-2239
    • Rose, K.1
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    • Large scale linear semi-supervised SVMs
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    • Sindhwani, V.1    Keerthi, S.S.2
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    • On structural risk minimization or overall risk in a problem of pattern recognition
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.