Speeding up Hyper-parameter Optimization by Extrapolation of Learning Curves Using Previous Builds

Author:

Chandrashekaran Akshay,Lane Ian R.

Publisher

Springer International Publishing

Reference17 articles.

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5. Domhan, T., Springenberg, J.T., Hutter, F.: Speeding up automatic hyperparameter optimization of deep neural networks by extrapolation of learning curves. In: International Joint Conference on Artificial Intelligence (IJCAI), 2015, pp. 3460–3468. AAAI Press (2015)

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