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All publications by Y-lan Boureau
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A Theoretical Analysis of Feature Pooling in Visual Recognition
Y-lan Boureau, Jean Ponce and Yann Lecun
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Learning Convolutional Feature Hierarchies for Visual Recognition
Koray Kavukcuoglu, Pierre Sermanet, Y-lan Boureau, Karol Gregor, Michael Mathieu and Yann L. Cun
Advances in Neural Information Processing Systems 23, 2010


Sparse Feature Learning for Deep Belief Networks
Marc'aurelio Ranzato, Y-lan Boureau and Yann L. Cun
Advances in Neural Information Processing Systems 20, 2007


A Unified Energy-Based Framework for Unsupervised Learning
Marc'aurelio Ranzato, Y-lan Boureau, Sumit Chopra and Yann Lecun
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007