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All publications

2012
James Bergstra and Yoshua Bengio, Random Search for Hyper-Parameter Optimization (2012), in: Journal of Machine Learning Research
2011
Pascal Vincent, A Connection between Score Matching and Denoising Autoencoders (2011), in: Neural Computation, 23:7(1661-1674)
Razvan Pascanu and Herbert Jaeger, A neurodynamical model for working memory (2011), in: Neural Networks, 24:2(199-207)
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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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: Proceedings of the 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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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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