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Yoshua Bengio
First name(s): Yoshua
Last name(s): Bengio
Email: bengioy@iro.umontreal.ca

Publications of Yoshua Bengio

2012
Yoshua Bengio, Evolving Culture vs Local Minima, Université de Montréal, number ArXiv 1203.2990v1, 2012
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Antoire Bordes, Xavier Glorot, Jason Weston and Yoshua Bengio, Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing (2012), in: Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS)
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Guillaume Desjardins, Aaron Courville and Yoshua Bengio, On Training Deep Boltzmann Machines, Université de Montréal, number arXiv:1203.4416v1, 2012
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James Bergstra and Yoshua Bengio, Random Search for Hyper-Parameter Optimization (2012), in: Journal of Machine Learning Research, 13(281--305)
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2011
Aaron Courville, James Bergstra and Yoshua Bengio, A Spike and Slab Restricted Boltzmann Machine, in: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
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Michael Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio, L. M. Aeillo, R. Schifanella and F. Menczer, Contextual tag inference (2011), in: ACM Transactions on Multimedia Computing, Communications and Applications, 7S(32:1–32:18)
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Salah Rifai, Pascal Vincent, Xavier Muller, Xavier Glorot and Yoshua Bengio, Contracting Auto-Encoders: Explicit invariance during feature extraction, in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11), 2011
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Yoshua Bengio, Deep Learning of Representations for Unsupervised and Transfer Learning, in: JMLR W\&CP: Proc. Unsupervised and Transfer Learning challenge and workshop, 2011
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Xavier Glorot, Antoire Bordes and Yoshua Bengio, Deep Sparse Rectifier Neural Networks, in: JMLR W\&CP: Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011), 2011
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Xavier Glorot, Antoire Bordes and Yoshua Bengio, Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach, in: Proceedings of the Twenty-eight International Conference on Machine Learning (ICML'11), 2011
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Salah Rifai, Grégoire Mesnil, Pascal Vincent, Xavier 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), 2011
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Yann Dauphin, Xavier Glorot and Yoshua Bengio, Large-Scale Learning of Embeddings with Reconstruction Sampling, in: Proceedings of the Twenty-eighth International Conference on Machine Learning (ICML'11), 2011
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Yoshua Bengio and Olivier Delalleau, On the Expressive Power of Deep Architectures, in: Proceedings of the 22nd International Conference on Algorithmic Learning Theory, 2011
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