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All publications by Yann N. Dauphin
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Identifying and attacking the saddle point problem in high-dimensional non-convex optimization
Yann N. Dauphin, Razvan Pascanu, Caglar Gulcehre, Kyunghyun Cho, Surya Ganguli and Yoshua Bengio
Advances in Neural Information Processing Systems 27, 2014


A Generative Process for sampling Contractive Auto-Encoders
Salah Rifai, Yoshua Bengio, Pascal Vincent and Yann N. Dauphin
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


The Manifold Tangent Classifier
Salah Rifai, Yann N. Dauphin, Pascal Vincent, Yoshua Bengio and Xavier Muller
Advances in Neural Information Processing Systems 24, 2011


Large-Scale Learning of Embeddings with Reconstruction Sampling
Xavier Glorot, Yoshua Bengio and Yann N. Dauphin
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011