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Volumn , Issue PART 2, 2013, Pages 1380-1388

No more pesky learning rates

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; SOFTWARE ENGINEERING;

EID: 84897487847     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (136)

References (22)
  • 2
    • 0034201611 scopus 로고    scopus 로고
    • Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons
    • June ISSN 0899-7667
    • Amari, Shun-ichi, Park, Hyeyoung, and Fukumizu, Kenji. Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Computation, 12(6):1399-1409, June 2000. ISSN 0899-7667.
    • (2000) Neural Computation , vol.12 , Issue.6 , pp. 1399-1409
    • Amari, S.-I.1    Park, H.2    Fukumizu, K.3
  • 4
    • 68949096711 scopus 로고    scopus 로고
    • SGD-QN: Careful quasi-newton stochastic gradient descent
    • July
    • Bordes, Antoine, Bottou, Léon, and Gallinari, Patrick. SGD-QN: Careful quasi-newton stochastic gradient descent. Journal of Machine Learning Research, 10: 1737-1754, July 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 1737-1754
    • Bordes, A.1    Bottou, L.2    Gallinari, P.3
  • 5
    • 0013309537 scopus 로고    scopus 로고
    • Online algorithms and stochastic approximations
    • Saad, David (ed.), Cambridge University Press, Cambridge, UK
    • Bottou, Léon. Online algorithms and stochastic approximations. In Saad, David (ed.), Online Learning and Neural Networks. Cambridge University Press, Cambridge, UK, 1998.
    • (1998) Online Learning and Neural Networks
    • Bottou, L.1
  • 6
    • 84882309474 scopus 로고    scopus 로고
    • The tradeoffs of large scale learning
    • Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), MIT Press
    • Bottou, Léon and Bousquet, Olivier. The tradeoffs of large scale learning. In Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), Optimization for Machine Learning, pp. 351-368. MIT Press, 2011.
    • (2011) Optimization for Machine Learning , pp. 351-368
    • Bottou, L.1    Bousquet, O.2
  • 7
    • 84899022736 scopus 로고    scopus 로고
    • Large scale online learning
    • Thrun, Sebastian, Saul, Lawrence, and Schölkopf, Bernhard (eds.), MIT Press, Cambridge, MA
    • Bottou, Léon and LeCun, Yann. Large scale online learning. In Thrun, Sebastian, Saul, Lawrence, and Schölkopf, Bernhard (eds.), Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Bottou, L.1    LeCun, Y.2
  • 10
    • 33748998787 scopus 로고    scopus 로고
    • Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming
    • May ISSN 0885-6125
    • George, Abraham P. and Powell, Warren B. Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming. Machine Learning, 65(1):16798, May 2006. ISSN 0885-6125.
    • (2006) Machine Learning , vol.65 , Issue.1 , pp. 16798
    • George, A.P.1    Powell, W.B.2
  • 21
    • 0036631778 scopus 로고    scopus 로고
    • Fast curvature matrix-vector products for second-order gradient descent
    • Schraudolph, Nicol N. Fast curvature matrix-vector products for second-order gradient descent. Neural computation, 14(7):1723-1738, 2002.
    • (2002) Neural Computation , vol.14 , Issue.7 , pp. 1723-1738
    • Schraudolph, N.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.