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Volumn 2, Issue , 2014, Pages 1515-1523

Gaussian process optimization with mutual information

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER PROGRAMMING; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); GLOBAL OPTIMIZATION; LEARNING SYSTEMS; OPTIMIZATION;

EID: 84919880069     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (26)

References (30)
  • 2
    • 0036568025 scopus 로고    scopus 로고
    • Finite-time analysis of the multiarmed bandit problem
    • Auer, P., Cesa-Bianchi, N., and Fischer, P. Finite-time analysis of the multiarmed bandit problem. Machine Learning, 47(2-3):235-256, 2002.
    • (2002) Machine Learning , vol.47 , Issue.2-3 , pp. 235-256
    • Auer, P.1    Cesa-Bianchi, N.2    Fischer, P.3
  • 3
    • 63049102221 scopus 로고    scopus 로고
    • Exponential inequalities for self- normalized martingales with applications
    • Bercu, B. and Touati, A. Exponential inequalities for self- normalized martingales with applications. The Annals of Applied Probability, 18(5): 1848-1869, 2008.
    • (2008) The Annals of Applied Probability , vol.18 , Issue.5 , pp. 1848-1869
    • Bercu, B.1    Touati, A.2
  • 7
    • 84886572732 scopus 로고    scopus 로고
    • Parallel Gaussian process optimization with upper confidence bound and pure exploration
    • Springer Berlin Heidelberg
    • Contal, E., Buffoni, D., Robicquet, A., and Vayatis, N. Parallel Gaussian process optimization with upper confidence bound and pure exploration. In Machine Learning and Knowledge Discovery in Databases, volume 8188, pp. 225-240. Springer Berlin Heidelberg, 2013.
    • (2013) Machine Learning and Knowledge Discovery in Databases , vol.8188 , pp. 225-240
    • Contal, E.1    Buffoni, D.2    Robicquet, A.3    Vayatis, N.4
  • 12
    • 80055078403 scopus 로고    scopus 로고
    • The VOLNA code for the numerical modelling of tsunami waves: Generation, propagation and inundation
    • Dutykh, D., Poncet, R, and Dias, F. The VOLNA code for the numerical modelling of tsunami waves: generation, propagation and inundation. European Journal of Mechanics B/Fluids, 30:598-615, 2011.
    • (2011) European Journal of Mechanics B/Fluids , vol.30 , pp. 598-615
    • Dutykh, D.1    Poncet, R.2    Dias, F.3
  • 13
    • 0036160859 scopus 로고    scopus 로고
    • Efficient SVM regression training with SMO
    • Flake, G. W. and Lawrence, S. Efficient SVM regression training with SMO. Machine Learning, 46(1-3):271- 290, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 271-290
    • Flake, G.W.1    Lawrence, S.2
  • 14
    • 0004200503 scopus 로고    scopus 로고
    • Optimization in computational chemistry and molecular biology: Local and global approaches
    • Springer
    • Floudas, C.A. and Pardalos, P.M. Optimization in Computational Chemistry and Molecular Biology: Local and Global Approaches. Nonconvex Optimization and Its Applications. Springer, 2000.
    • (2000) Nonconvex Optimization and its Applications
    • Floudas, C.A.1    Pardalos, P.M.2
  • 17
    • 0000561424 scopus 로고    scopus 로고
    • Efficient global optimization of expensive black-box functions
    • December
    • Jones, D. R., Schonlau, M., and Welch, W. J. Efficient global optimization of expensive black-box functions. Journal of Global Optimization, 13(4):455-492, December 1998.
    • (1998) Journal of Global Optimization , vol.13 , Issue.4 , pp. 455-492
    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 18
    • 38049011420 scopus 로고    scopus 로고
    • Nearly tight bounds for the continuum-armed bandit problem
    • MIT Press
    • Kleinberg, R. Nearly tight bounds for the continuum-armed bandit problem. In Advances in Neural Information Processing Systems 17, pp. 697-704. MIT Press, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.17 , pp. 697-704
    • Kleinberg, R.1
  • 21
    • 0003486101 scopus 로고
    • Bayesian approach to global optimization
    • Kluwer Academic
    • Mockus, J. Bayesian approach to global optimization. Mathematics and its applications. Kluwer Academic, 1989.
    • (1989) Mathematics and its Applications
    • Mockus, J.1
  • 26
    • 84860236413 scopus 로고    scopus 로고
    • Information-theoretic regret bounds for Gaussian process optimization in the bandit setting
    • Srinivas, N., Krause, A., Kakade, S., and Seeger, M. Information-theoretic regret bounds for Gaussian process optimization in the bandit setting. IEEE Transactions on Information Theory, 58(5):3250-3265, 2012.
    • (2012) IEEE Transactions on Information Theory , vol.58 , Issue.5 , pp. 3250-3265
    • Srinivas, N.1    Krause, A.2    Kakade, S.3    Seeger, M.4
  • 29
    • 34248346299 scopus 로고    scopus 로고
    • Review of metamodeling techniques in support of engineering design optimization
    • Wang, G. and Shan, S. Review of metamodeling techniques in support of engineering design optimization. Journal of Mechanical Design, 129(4): 370-380, 2007.
    • (2007) Journal of Mechanical Design , vol.129 , Issue.4 , pp. 370-380
    • Wang, G.1    Shan, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.