Publications of Pascal Lamblin
2011
| , , , , and , pylearn2, 2011 |
| , , , , , , , , , and , Theano: Deep Learning on GPUs with Python, in: Big Learn workshop, NIPS'11, 2011 |
2010
| , , , , , , , , and , Deep Learning on GPUs with Theano, 2010 |
| , , , and , Image classification with complex cell neural networks, in: Computational and systems neuroscience (COSYNE), Salt Lake City, 2010 |
[DOI] [URL] |
| and , Important Gains from Supervised Fine-Tuning of Deep Architectures on Large Labeled Sets, NIPS'2010 Deep Learning and Unsupervised Feature Learning Workshop, 2010 |
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, , , , , , , and , Theano: a CPU and GPU Math Expression Compiler, in: Proceedings of the Python for Scientific Computing Conference ({SciPy}), Austin, TX, 2010
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2009
| , , and , Exploring Strategies for Training Deep Neural Networks (2009), in: Journal of Machine Learning Research, 10(1--40) |
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| , , and , Quadratic Polynomials Learn Better Image Features, Département d'Informatique et de Recherche Opérationnelle, Université de Montréal, number 1337, 2009 |
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2008
| , , , and , Learning the 2-D Topology of Images, in: Advances in Neural Information Processing Systems 20 (NIPS'07), pages 841--848, MIT Press, 2008 |
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2007
| , , and , Greedy Layer-Wise Training of Deep Networks, in: Advances in Neural Information Processing Systems 19 (NIPS'06), pages 153--160, MIT Press, 2007 |
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2006
| , , and , Greedy Layer-Wise Training of Deep Networks, Département d'informatique et recherche opérationnelle, Université de Montréal, number 1282, 2006 |
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