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Volumn 22, Issue , 2012, Pages 1261-1268

Krylov subspace descent for deep learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; ITERATIVE METHODS; MATRIX ALGEBRA; OPTIMIZATION; STOCHASTIC SYSTEMS;

EID: 84954239313     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (71)

References (14)
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    • Amari, S.1
  • 2
    • 84862277874 scopus 로고    scopus 로고
    • Understanding the difficulty of training deep feedforward neural networks
    • May 2010
    • Yoshua Bengio and Xavier Glorot. Understanding the difficulty of training deep feedforward neural networks. In AISTATS 2010, volume 9, pages 249-256, May 2010.
    • (2010) AISTATS , vol.9 , pp. 249-256
    • Bengio, Y.1    Glorot, X.2
  • 5
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Geoffrey Hinton and Ruslan Salakhutdinov. Reducing the Dimensionality of Data with Neural Networks. Science, 313(5786):504-507, 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.1    Salakhutdinov, R.2
  • 7
    • 77956526394 scopus 로고    scopus 로고
    • Topmoumoute online natural gradient algorithm
    • Nicolas Le Roux, Yoshua Bengio, and Pierre antoine Manzagol. Topmoumoute online natural gradient algorithm. In NIPS, 2007.
    • (2007) NIPS
    • Le Roux, N.1    Bengio, Y.2    Antoine Manzagol, P.3
  • 8
    • 77956541496 scopus 로고    scopus 로고
    • Deep learning via Hessian-free optimization
    • James Martens. Deep learning via Hessian-free optimization. In ICML, 2010.
    • (2010) ICML
    • Martens, J.1
  • 9
    • 80053451847 scopus 로고    scopus 로고
    • Learning recurrent neural networks with hessian-free optimization
    • James Martens and Ilya Sutskever. Learning Recurrent Neural Networks with Hessian-Free Optimization. In ICML, 2011.
    • (2011) ICML
    • Martens, J.1    Sutskever, I.2
  • 12
    • 0000255539 scopus 로고
    • Fast exact multiplication by the Hessian
    • Barak A. Pearlmutter. Fast exact multiplication by the Hessian. Neural Computation, 6:147-160, 1994.
    • (1994) Neural Computation , vol.6 , pp. 147-160
    • Pearlmutter, B.A.1
  • 13
    • 0036631778 scopus 로고    scopus 로고
    • Fast curvature matrix-vector products for second-order gradient descent
    • Nicol N. Schraudolph. Fast curvature matrix-vector products for second-order gradient descent. In Neural Computation, 2002.
    • (2002) Neural Computation
    • Schraudolph, N.N.1
  • 14
    • 80051644173 scopus 로고    scopus 로고
    • Comparing multilayer perceptron to deep belief network tandem features for robust ASR
    • Oriol Vinyals and Suman Ravuri. Comparing Multilayer Perceptron to Deep Belief Network Tandem Features for Robust ASR. In ICASSP, 2011.
    • (2011) ICASSP
    • Vinyals, O.1    Ravuri, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.