Stochastic validation for automated tuning of neural network's hyper-parameters

Author:

Dubrawski Artur

Publisher

Elsevier BV

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering

Reference16 articles.

1. Evolutionary design of neural architectures — a preliminary taxonomy and guide to literature;Balakrishnan,1995

2. Empirical Model-Building and Response Surfaces;Box,1987

3. Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multi-dimensional maps;Carpenter;IEEE Transaction on Neural Networks,1992

4. Fuzzy ART: Fast stable learning of analog patterns by an adaptive resonance system;Carpenter;Neural Networks,1991

5. Multiresolution instance-based learning;Deng,1995

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5. Reduction of uncertainties in neural network prediction of oil well logs;Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)

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