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All publications by Yann Lecun
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Learning to Linearize Under Uncertainty
Ross Goroshin, Michael F. Mathieu and Yann Lecun
Advances in Neural Information Processing Systems 28, 2015


Character-level Convolutional Networks for Text Classification
Xiang Zhang, Junbo Zhao and Yann Lecun
Advances in Neural Information Processing Systems 28, 2015


Deep learning with Elastic Averaging SGD
Sixin Zhang, Anna E. Choromanska and Yann Lecun
Advances in Neural Information Processing Systems 28, 2015


Signal recovery from Pooling Representations
Joan B. Estrach, Arthur Szlam and Yann Lecun
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation
Jonathan J. Tompson, Arjun Jain, Yann Lecun and Christoph Bregler
Advances in Neural Information Processing Systems 27, 2014


Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation
Emily L. Denton, Wojciech Zaremba, Joan Bruna, Yann Lecun and Rob Fergus
Advances in Neural Information Processing Systems 27, 2014


No more pesky learning rates
Tom Schaul, Sixin Zhang and Yann Lecun
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Scene parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers
Clement Farabet, Camille Couprie, Laurent Najman and Yann Lecun
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Deep Learning Made Easier by Linear Transformations in Perceptrons
Tapani Raiko, Harri Valpola and Yann Lecun
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Learning Fast Approximations of Sparse Coding
Karol Gregor and Yann Lecun
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


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


Workshop summary: Workshop on learning feature hierarchies
Kay Yu, Ruslan Salakhutdinov, Yann Lecun, Geoffrey E. Hinton and Yoshua Bengio
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


The Need for Open Source Software in Machine Learning
Sören Sonnenburg, Mikio L. Braun, Cheng S. Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann Lecun, Klaus-robert Müller, Fernando Pereira, Carl E. Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Pascal Vincent, Jason Weston, Robert C. Williamson and Alex J. Smola
Journal of Machine Learning Research, 2007


Synergistic Face Detection and Pose Estimation with Energy-Based Models
Margarita Osadchy, Yann Lecun and Matthew L. Miller
Journal of Machine Learning Research, 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