Dumitru Erhan
First name(s): Dumitru
Last name(s): Erhan

Publications of Dumitru Erhan
2011
2010
Dumitru Erhan, Aaron Courville, Yoshua Bengio and Pascal Vincent, Why Does Unsupervised Pre-training Help Deep Learning?, in: JMLR W\&CP: Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010), Chia Laguna Resort, Sardinia, Italy, pages 201-208, 2010
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2009
Hugo Larochelle, Dumitru Erhan and Pascal Vincent, Deep Learning using Robust Interdependent Codes, in: Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS 2009), Clearwater (Florida), USA, pages 312--319, 2009
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Dumitru Erhan, Pierre-Antoine Manzagol, Yoshua Bengio, Samy Bengio and Pascal Vincent, The Difficulty of Training Deep Architectures and the effect of Unsupervised Pre-Training, in: Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS 2009), Clearwater (Florida), USA, pages 153--160, 2009
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2008
Hugo Larochelle, Dumitru Erhan and Yoshua Bengio, Zero-data Learning of New Tasks, in: AAAI Conference on Artificial Intelligence, 2008
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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 (ICML'07), Corvallis, OR, pages 473--480, ACM, 2007
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Hugo Larochelle, Yoshua Bengio and Dumitru Erhan, Generalization to a zero-data task: an empirical study, Talk and poster presented at the Learning Workshop(Snowbird), San Juan, Puerto Rico, 2007, 2007
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2006
Dumitru Erhan, Yoshua Bengio, Pierre-Jean {L'Heureux} and Shi Yi Yue, Generalizing to a Zero-Data Task: a Computational Chemistry Case Study, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1286, 2006
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