Frédéric Bastien is an author at Université de Montréal specializing in engineering, deep learning, and computer science.
Top concepts
EngineeringDeep LearningComputer ScienceMachine LearningPattern RecognitionData ScienceComputer EngineeringParallel ProgrammingArtificial IntelligenceCompilers
Publications per year
2010–2013
6
6
Theano: A CPU and GPU Math Compiler in Python
James Bergstra, Olivier Breuleux, Frédéric Bastien et al. · Proceedings of the Python in Science Conferences · 2010 · 1.1K citations · Full text
Theano: new features and speed improvements
Frédéric Bastien, Pascal Lamblin, Razvan Pascanu et al. · arXiv (Cornell University) · 2012 · 1K citations · Full text
Artificial Intelligence, Convolutional Neural Network, Engineering +15
Theano: Deep Learning on GPUs with Python
James Bergstra, Frédéric Bastien, Olivier Breuleux et al. · 2012 · 209 citations
Pylearn2: a machine learning research library
Ian Goodfellow, David Warde-Farley, Pascal Lamblin et al. · arXiv (Cornell University) · 2013 · 193 citations · Full text
Artificial Intelligence, Computational Social Science, Common Api +14
Deep Learners Benefit More from Out-of-Distribution Examples
Yoshua Bengio, Frédéric Bastien, Arnaud Bergeron et al. · 2011 · 102 citations
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