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Volumn 2, Issue , 2018, Pages 883-893

Understanding and simplifying one-shot architecture search

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPLEX NETWORKS; REINFORCEMENT LEARNING;

EID: 85057226704     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (400)

References (33)
  • 7
    • 84897558007 scopus 로고    scopus 로고
    • Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures
    • Bergstra, J., Yamins, D., and Cox, D. Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures. In International Conference on Machine Learning, pp. 115-123, 2013.
    • (2013) International Conference on Machine Learning , pp. 115-123
    • Bergstra, J.1    Yamins, D.2    Cox, D.3
  • 12
    • 85057261648 scopus 로고    scopus 로고
    • Morphnet: Fast & simple resource-constrained structure learning of deep networks
    • abs/1711.06798
    • Gordon, A., Eban, E., Nachum, O., Chen, B., Yang, T., and Choi, E. Morphnet: Fast & simple resource-constrained structure learning of deep networks. CoRR, abs/1711.06798, 2017. URLhttp://arxiv.org/abs/1711.06798.
    • (2017) CoRR
    • Gordon, A.1    Eban, E.2    Nachum, O.3    Chen, B.4    Yang, T.5    Choi, E.6
  • 14
    • 85046996830 scopus 로고    scopus 로고
    • Train longer, generalize better: Closing the generalization gap in large batch training of neural networks
    • Hoffer, E., Hubara, I., and Soudry, D. Train longer, generalize better: closing the generalization gap in large batch training of neural networks. In Advances in Neural Information Processing Systems, pp. 1729-1739, 2017.
    • (2017) Advances in Neural Information Processing Systems , pp. 1729-1739
    • Hoffer, E.1    Hubara, I.2    Soudry, D.3
  • 27
    • 0036594106 scopus 로고    scopus 로고
    • Evolving neural networks through augmenting topologies
    • Stanley, K. O. and Miikkulainen, R. Evolving neural networks through augmenting topologies. Evolutionary computation, 10(2):99-127, 2002.
    • (2002) Evolutionary Computation , vol.10 , Issue.2 , pp. 99-127
    • Stanley, K.O.1    Miikkulainen, R.2
  • 30
    • 84941874233 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Springer
    • Williams, R. J. Simple statistical gradient-following algorithms for connectionist reinforcement learning. In Reinforcement Learning, pp. 5-32. Springer, 1992.
    • (1992) Reinforcement Learning , pp. 5-32
    • Williams, R.J.1
  • 31
    • 85040676995 scopus 로고    scopus 로고
    • arXiv preprint arXiv:1703.01513
    • Xie, L. and Yuille, A. Genetic cnn. arXiv preprint arXiv:1703.01513, 2017.
    • (2017) Genetic Cnn
    • Xie, L.1    Yuille, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.