James Bergstra

James Bergstra is a person.

• See: Hyperopt Library, Theano.

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References

• Google Scholar Author Page: http://scholar.google.com/citations?user=KOBmy0sAAAAJ

2014

• (Komer et al., 2014) ⇒ Brent Komer, James Bergstra, and Chris Eliasmith. "Hyperopt-sklearn: Automatic hyperparameter configuration for scikit-learn." In ICML workshop on AutoML. 2014.

2013

• (Bergstra et al., 2013) ⇒ James Bergstra, Dan Yamins, and David D. Cox. (2013). “Hyperopt: A python library for optimizing the hyperparameters of machine learning algorithms."

2012

• (Bergstra & Bengio, 2012) ⇒ James Bergstra, Yoshua Bengio. (2012). “Random Search for Hyper-parameter Optimization.” In: The Journal of Machine Learning Research, 13(1).

2010

• (Bergstra et al., 2010) ⇒ James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, David Warde-Farley, and Yoshua Bengio. "Theano: a CPU and GPU math expression compiler.” In: Proceedings of the Python for scientific computing conference (SciPy).

2007

• (Larochelle et al., 2007) ⇒ Hugo Larochelle, Dumitru Erhan, Aaron Courville, James Bergstra, and Yoshua Bengio. "An Empirical Evaluation of Deep Architectures on Problems with many Factors of Variation.” In: Proceedings of the 24th International Conference on Machine learning, pp. 473-480. ACM, 2007.

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