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Volumn , Issue , 2018, Pages 2787-2794

Efficient architecture search by network transformation

Author keywords

[No Author keywords available]

Indexed keywords

DEEP NEURAL NETWORKS; NETWORK LAYERS; NEURAL NETWORKS; PROGRAM PROCESSORS; REINFORCEMENT LEARNING;

EID: 85055694066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (561)

References (37)
  • 1
    • 84959933549 scopus 로고    scopus 로고
    • Neural machine translation by jointly learning to align and translate
    • Bahdanau, D.; Cho, K.; and Bengio, Y. 2014. Neural machine translation by jointly learning to align and translate. ICLR.
    • (2014) ICLR
    • Bahdanau, D.1    Cho, K.2    Bengio, Y.3
  • 2
    • 85079594941 scopus 로고    scopus 로고
    • Designing neural network architectures using reinforcement learning
    • Baker, B.; Gupta, O.; Naik, N.; and Raskar, R. 2017. Designing neural network architectures using reinforcement learning. ICLR.
    • (2017) ICLR
    • Baker, B.1    Gupta, O.2    Naik, N.3    Raskar, R.4
  • 3
    • 84857855190 scopus 로고    scopus 로고
    • Random search for hyperparameter optimization
    • Bergstra, J., and Bengio, Y. 2012. Random search for hyperparameter optimization. JMLR.
    • (2012) JMLR
    • Bergstra, J.1    Bengio, Y.2
  • 4
    • 85015327321 scopus 로고    scopus 로고
    • Real-time bidding by reinforcement learning in display advertising
    • Cai, H.; Ren, K.; Zhang, W.; Malialis, K.; Wang, J.; Yu, Y.; and Guo, D. 2017. Real-time bidding by reinforcement learning in display advertising. In WSDM.
    • (2017) WSDM
    • Cai, H.1    Ren, K.2    Zhang, W.3    Malialis, K.4    Wang, J.5    Yu, Y.6    Guo, D.7
  • 5
    • 84998572411 scopus 로고    scopus 로고
    • Net2Net: Accelerating learning via knowledge transfer
    • Chen, T.; Goodfellow, I.; and Shlens, J. 2015. Net2net: Accelerating learning via knowledge transfer. ICLR.
    • (2015) ICLR
    • Chen, T.1    Goodfellow, I.2    Shlens, J.3
  • 6
    • 84949921865 scopus 로고    scopus 로고
    • Speeding up automatic hyperparameter optimization of deep neural networks by extrapolation of learning curves
    • Domhan, T.; Springenberg, J. T.; and Hutter, F. 2015. Speeding up automatic hyperparameter optimization of deep neural networks by extrapolation of learning curves. In IJCAI.
    • (2015) IJCAI
    • Domhan, T.1    Springenberg, J.T.2    Hutter, F.3
  • 9
    • 84965140688 scopus 로고    scopus 로고
    • Learning both weights and connections for efficient neural network
    • Han, S.; Pool, J.; Tran, J.; and Dally, W. 2015. Learning both weights and connections for efficient neural network. In NIPS.
    • (2015) NIPS
    • Han, S.1    Pool, J.2    Tran, J.3    Dally, W.4
  • 10
    • 84986274465 scopus 로고    scopus 로고
    • Deep residual learning for image recognition
    • He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016a. Deep residual learning for image recognition. In CVPR.
    • (2016) CVPR
    • He, K.1    Zhang, X.2    Ren, S.3    Sun, J.4
  • 11
    • 84990056336 scopus 로고    scopus 로고
    • Identity mappings in deep residual networks
    • He, K.; Zhang, X.; Ren, S.; and Sun, J. 2016b. Identity mappings in deep residual networks. In ECCV.
    • (2016) ECCV
    • He, K.1    Zhang, X.2    Ren, S.3    Sun, J.4
  • 13
    • 84969584486 scopus 로고    scopus 로고
    • Batch normalization: Accelerating deep network training by reducing internal covariate shift
    • Ioffe, S., and Szegedy, C. 2015. Batch normalization: Accelerating deep network training by reducing internal covariate shift. ICML.
    • (2015) ICML
    • Ioffe, S.1    Szegedy, C.2
  • 14
    • 84898930479 scopus 로고    scopus 로고
    • A natural policy gradient
    • Kakade, S. 2002. A natural policy gradient. NIPS.
    • (2002) NIPS
    • Kakade, S.1
  • 15
    • 85083951076 scopus 로고    scopus 로고
    • ADaM: A method for stochastic optimization
    • Kingma, D., and Ba, J. 2015. Adam: A method for stochastic optimization. ICLR.
    • (2015) ICLR
    • Kingma, D.1    Ba, J.2
  • 16
  • 18
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • Krizhevsky, A.; Sutskever, I.; and Hinton, G. E. 2012. Imagenet classification with deep convolutional neural networks. In NIPS.
    • (2012) NIPS
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 21
    • 0000072338 scopus 로고
    • Designing neural networks using genetic algorithms
    • Morgan Kaufmann Publishers Inc
    • Miller, G. F.; Todd, P. M.; and Hegde, S. U. 1989. Designing neural networks using genetic algorithms. In ICGA. Morgan Kaufmann Publishers Inc.
    • (1989) ICGA
    • Miller, G.F.1    Todd, P.M.2    Hegde, S.U.3
  • 28
    • 85083953063 scopus 로고    scopus 로고
    • Very deep convolutional networks for large-scale image recognition
    • Simonyan, K., and Zisserman, A. 2015. Very deep convolutional networks for large-scale image recognition. ICLR.
    • (2015) ICLR
    • Simonyan, K.1    Zisserman, A.2
  • 29
    • 84869201485 scopus 로고    scopus 로고
    • Practical Bayesian optimization of machine learning algorithms
    • Snoek, J.; Larochelle, H.; and Adams, R. P. 2012. Practical bayesian optimization of machine learning algorithms. In NIPS.
    • (2012) NIPS
    • Snoek, J.1    Larochelle, H.2    Adams, R.P.3
  • 32
    • 84897510162 scopus 로고    scopus 로고
    • On the importance of initialization and momentum in deep learning
    • Sutskever, I.; Martens, J.; Dahl, G.; and Hinton, G. 2013. On the importance of initialization and momentum in deep learning. In ICML.
    • (2013) ICML
    • Sutskever, I.1    Martens, J.2    Dahl, G.3    Hinton, G.4
  • 33
    • 84928547704 scopus 로고    scopus 로고
    • Sequence to sequence learning with neural networks
    • Sutskever, I.; Vinyals, O.; and Le, Q. V. 2014. Sequence to sequence learning with neural networks. In NIPS.
    • (2014) NIPS
    • Sutskever, I.1    Vinyals, O.2    Le, Q.V.3
  • 35
    • 0000337576 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Williams, R. J. 1992. Simple statistical gradient-following algorithms for connectionist reinforcement learning. Machine learning.
    • (1992) Machine Learning
    • Williams, R.J.1
  • 37
    • 85068717703 scopus 로고    scopus 로고
    • Neural architecture search with reinforcement learning
    • Zoph, B., and Le, Q. V. 2017. Neural architecture search with reinforcement learning. ICLR.
    • (2017) ICLR
    • Zoph, B.1    Le, Q.V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.