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All publications by James S. Bergstra
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Making a Science of Model Search: Hyperparameter Optimization in Hundreds of Dimensions for Vision Architectures
Daniel Yamins, David Tax and James S. Bergstra
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Algorithms for Hyper-Parameter Optimization
James S. Bergstra, Rémi Bardenet, Yoshua Bengio and Balázs Kégl
Advances in Neural Information Processing Systems 24, 2011


Unsupervised Models of Images by Spike-and-Slab RBMs
Yoshua Bengio, Aaron C. Courville and James S. Bergstra
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Slow, Decorrelated Features for Pretraining Complex Cell-like Networks
Yoshua Bengio and James S. Bergstra
Advances in Neural Information Processing Systems 22, 2009