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List of publications

Titre  
 
[1] Yoshua Bengio, Nicolas Chapados, Olivier Delalleau, Hugo Larochelle, X. Saint-Mleux, Christian Hudon and Jrme Louradour,
"Detonation classification from acoustic signature with the restricted Boltzmann machine",
Computational Intelligence, pp. 261-288, 02 2012.
[2] Hugo Larochelle, Michael Mandel, Razvan Pascanu and Yoshua Bengio,
"Learning algorithms for the classification restricted Boltzmann machine",
Journal of Machine Learning Research, pp. 643-669, 03 2012.
[3] James Bergstra and Yoshua Bengio,
"Random search for hyper-parameter optimization",
Journal of Machine Learning Research, pp. 281-305, 02 2012.
[4] Antoine Bordes, Yogesh Girdhar, Jason Weston and Yoshua Bengio,
"Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing",
Journal of Machine Learning Research - Proceedings Track, pp. 127-135, 04 2012.
[5] Salah Rifai, Yoshua Bengio, Yann Dauphin and Pascal Vincent,
"A generative process for sampling contractive auto-encoders",
in International Conference on Machine Learning, ICML'12, 06 2012.
[6] N. Boulanger-Lewandowski, Yoshua Bengio and Pascal Vincent,
"Modeling temporal dependencies in high-dimensional sequences: Application to polyphonic music generation and transcription",
in International Conference on Machine Learning, ICML'12, 06 2012.
[7] Ian Goodfellow, Aaron Courville and Yoshua Bengio,
"Large-scale feature learning with spike-and-slab sparse coding",
in International Conference on Machine Learning, ICML'12, 06 2012.
[8] 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.
[9] Yoshua Bengio,
"Deep learning of representations for unsupervised and transfer learning",
in ICML Unsupervised and Transfer Learning challenge and workshop, pp. 17-36, 07 2012.
[10] Michael Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio and Luca Maria Aiello,
"Contextual tag inference",
ACM Transactions on Multimedia Computing, Communications, and Applications, TOMCAPP, pp. 32, 05 2011.
   
     
   
   

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