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Volumn 2, Issue , 2016, Pages 1150-1159

Hyperparameter optimization with approximate gradient

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; REGRESSION ANALYSIS;

EID: 84998567518     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (153)

References (36)
  • 1
    • 0034241361 scopus 로고    scopus 로고
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    • Yoshua Bengio. Gradient-based optimization of hyperparameters. Neural computation, 12(8):1889-1900, 2000.
    • (2000) Neural Computation , vol.12 , Issue.8 , pp. 1889-1900
    • Bengio, Y.1
  • 9
    • 84919652783 scopus 로고    scopus 로고
    • Stein unbiased gradient estimator of the risk (SUGAR) for multiple parameter selection
    • Charles-Alban Deledalle, Samuel Vaiter, Jalal Fadili, and Gabriel Peyré. Stein unbiased gradient estimator of the risk (SUGAR) for multiple parameter selection. SIAM Journal on imaging Sciences, 2014.
    • (2014) SIAM Journal on Imaging Sciences
    • Deledalle, C.1    Vaiter, S.2    Fadili, J.3    Peyré, G.4
  • 15
    • 84879933290 scopus 로고    scopus 로고
    • A bilevel optimization approach for parameter learning in variational models
    • Karl Kunisch and Thomas Pock. A bilevel optimization approach for parameter learning in variational models. SIAM Journal on Imaging Sciences, 2013.
    • (2013) SIAM Journal on Imaging Sciences
    • Kunisch, K.1    Pock, T.2
  • 20
    • 33646887390 scopus 로고
    • On the limited memory bfgs method for large scale optimization
    • Dong C Liu and Jorge Nocedal. On the limited memory bfgs method for large scale optimization. Mathematical programming, 1989.
    • (1989) Mathematical Programming
    • Liu, D.C.1    Nocedal, J.2
  • 21
    • 84861191677 scopus 로고    scopus 로고
    • Parametric or nonparametric? A parametricness index for model selection
    • Wei Liu and Yuhong Yang. Parametric or nonparametric? a parametricness index for model selection. The Annals of Statistics, 2011.
    • (2011) The Annals of Statistics
    • Liu, W.1    Yang, Y.2
  • 28
    • 0000255539 scopus 로고
    • Fast exact multiplication by the hessian
    • Barak A Pearlmutter. Fast exact multiplication by the hessian. Neural computation, 1994.
    • (1994) Neural Computation
    • Pearlmutter, B.A.1
  • 32
    • 46249123756 scopus 로고    scopus 로고
    • Cross-validation optimization for large scale structured classification kernel methods
    • Matthias W Seeger. Cross-validation optimization for large scale structured classification kernel methods. The Journal of Machine Learning Research, 2008.
    • (2008) The Journal of Machine Learning Research
    • Seeger, M.W.1
  • 33
    • 84988139136 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • Charles M Stein. Estimation of the mean of a multivariate normal distribution. The annals of Statistics, 1981.
    • (1981) The Annals of Statistics
    • Stein, C.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.