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Frédéric Bastien
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Theano: a CPU and GPU math expression compiler
J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ...
Proceedings of the Python for scientific computing conference (SciPy) 4 (3), 1-7, 2010
20172010
Theano: new features and speed improvements
F Bastien, P Lamblin, R Pascanu, J Bergstra, I Goodfellow, A Bergeron, ...
arXiv preprint arXiv:1211.5590, 2012
16882012
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
9172016
Theano: A CPU and GPU Math Compiler in Python.
J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ...
SciPy, 18-24, 2010
8512010
Pylearn2: a machine learning research library
IJ Goodfellow, D Warde-Farley, P Lamblin, V Dumoulin, M Mirza, ...
arXiv preprint arXiv:1308.4214, 2013
3612013
Theano: Deep learning on gpus with python
J Bergstra, F Bastien, O Breuleux, P Lamblin, R Pascanu, O Delalleau, ...
NIPS 2011, BigLearning Workshop, Granada, Spain 3 (0), 2011
3612011
Theano: A Python framework for fast computation of mathematical expressions
TTD Team, R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, ...
arXiv preprint arXiv:1605.02688, 2016
2122016
Deep learners benefit more from out-of-distribution examples
Y Bengio, F Bastien, A Bergeron, N Boulanger–Lewandowski, T Breuel, ...
Proceedings of the Fourteenth International Conference on Artificial …, 2011
2022011
Theano: A Python framework for fast computation of mathematical expressions. arXiv
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688 10, 2016
492016
Deep self-taught learning for handwritten character recognition
F Bastien, Y Bengio, A Bergeron, N Boulanger-Lewandowski, T Breuel, ...
arXiv preprint arXiv:1009.3589, 2010
232010
Deep learning on GPUs with Theano
J Bergstra, F Bastien, J Turian, R Pascanu, O Delalleau, O Breuleux, ...
The Learning Workshop, 2010
82010
Oríon: Experiment version control for efficient hyperparameter optimization
C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ...
42018
Deep self-taught learning for handwritten character recognition
Y Bengio, F Bastien, A Bergeron, N Boulanger-Lewandowski, ...
NIPS* 2010 Deep Learning and Unsupervised Feature Learning Workshop, 2010
42010
Introspection mechanisms for semi-formal verification in a system-level design environment
M Metzger, F Bastien, F Rousseau, J Vachon, EM Aboulhamid
Seventeenth IEEE International Workshop on Rapid System Prototyping (RSP'06 …, 2006
42006
A common GPU n-dimensional array for Python and C
F Bastien, A Bergeron, A Klöckner, P Vincent, Y Bengio
Big Learning Workshop, NIPS, 2011
32011
Comparaison de l’analyse visuelle des TEMP à l’123l-FP-CIT avec un logiciel de semi-quantification (Datsoft 3D®), et apport des résultats semi-quantitatifs dans la …
F Bastien
2017
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J Bergstra, O Breuleux, F Bastien, P Lamblin
2008
Méthodologie de conception d'un modèle comportemental pour la vérification formelle
F Bastien
2007
Observer-BasedVerification Using Introspection: A System-level Verification Implementation
M Metzger, F Bastien, F Rousseau, J Vachon, EM Aboulhamid
Advances in Design and Specification Languages for Embedded Systems …, 2007
2007
Semi-formal verification tool implementation using introspection mechanisms in a System-Level Design environment
M Metzger, F Bastien, J Vachon, F Rousseau, EM Aboulhamid
Forum on specification & Design Language (FDL’06), 265-271, 2006
2006
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Articles 1–20