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All publications by Razvan Pascanu
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Natural Neural Networks
Guillaume Desjardins, Karen Simonyan, Razvan Pascanu and Koray Kavukcuoglu
Advances in Neural Information Processing Systems 28, 2015


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


On the Number of Linear Regions of Deep Neural Networks
Guido F. Montufar, Razvan Pascanu, Kyunghyun Cho and Yoshua Bengio
Advances in Neural Information Processing Systems 27, 2014


On the difficulty of training recurrent neural networks
Razvan Pascanu, Tomas Mikolov and Yoshua Bengio
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Deep Learners Benefit More from Out-of-Distribution Examples
Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron, Nicolas Boulanger-lewandowski, Thomas M. Breuel, Youssouf Chherawala, Moustapha Cisse, Myriam Côté, Dumitru Erhan, Jeremy Eustache, Xavier Glorot, Xavier Muller, Sylvain P. Lebeuf, Razvan Pascanu, Salah Rifai, Françcois Savard and Guillaume Sicard
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011