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List of publications

Titre  
 
[1] Grgoire Mesnil, Yann Dauphin, Xavier Glorot, Salah Rifai, Yoshua Bengio, Ian Goodfellow, Guillaume Desjardins, Pascal Vincent, Aaron Courville and James Bergstra,
"Unsupervised and transfer learning challenge: a deep learning approach",
in ICML Unsupervised and Transfer Learning challenge and workshop, pp. 97-110, 07 2012.
[2] Xavier Glorot, Antoine Bordes and Yoshua Bengio,
"Deep sparse rectifier neural networks",
Journal of Machine Learning Research - Proceedings Track, pp. 315-323, 04 2011.
[3] Salah Rifai, Pascal Vincent, X. Muller, Xavier Glorot and Yoshua Bengio,
"Contracting auto-encoders: Explicit invariance during feature extraction",
in Twenty-eight International Conference on Machine Learning (ICML'11), pp. 833-840, 06 2011.
[4] Xavier Glorot, Antoine Bordes and Yoshua Bengio,
"Domain adaptation for large-scale sentiment classification: A deep learning approach",
in Twenty-eight International Conference on Machine Learning (ICML'11), pp. 513-520, 06 2011.
[5] Yann Dauphin, Xavier Glorot and Yoshua Bengio,
"Sampled reconstruction for large-scale learning of embeddings",
in Twenty-eight International Conference on Machine Learning (ICML'11), pp. 945-952, 06 2011.
[6] Salah Rifai, Grgoire Mesnil, Pascal Vincent, X. Muller, Yoshua Bengio, Yann Dauphin and Xavier Glorot,
"Higher order contractive auto-encoder",
in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pp. 645-660, 09 2011.
[7] Xavier Glorot and Yoshua Bengio,
"Understanding the difficulty of training deep feedforward neural networks",
in Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010), pp. 249-256, 05 2010.
   
     
   
   

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