Frédéric Bastien
TitleCited byYear
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), 2010
15932010
Theano: new features and speed improvements
F Bastien, P Lamblin, R Pascanu, J Bergstra, I Goodfellow, A Bergeron, ...
arXiv preprint arXiv:1211.5590, 2012
12972012
Theano: A CPU and GPU math compiler in Python
J Bergstra, O Breuleux, F Bastien, P Lamblin, R Pascanu, G Desjardins, ...
Proc. 9th Python in Science Conf 1, 3-10, 2010
5672010
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
4162016
Pylearn2: a machine learning research library
IJ Goodfellow, D Warde-Farley, P Lamblin, V Dumoulin, M Mirza, ...
arXiv preprint arXiv:1308.4214, 2013
2762013
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, 1-48, 2011
2072011
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
1012016
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
812011
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
182010
Deep learning on GPUs with Theano
J Bergstra, F Bastien, J Turian, R Pascanu, O Delalleau, O Breuleux, ...
The Learning Workshop, 2010
52010
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
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
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
32006
Oríon: Experiment Version Control for Efficient Hyperparameter Optimization
C Tsirigotis, X Bouthillier, F Corneau-Tremblay, P Henderson, R Askari, ...
2018
XX XXX (xxx@ XXX)–XXX, XXX XXX
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, 209-224, 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
2006
Introspection Mechanisms for Semi-Formal Verification in a System-Level Design Environment
F Bastien, F Rousseau, J Vachon, EM Aboulhamid
A Verification Tool Implementation using Introspection Mechanisms in a System-Level Design Environment
M Metzger, F Bastien, F Rousseau, J Vachon, EM Aboulhamid
The system can't perform the operation now. Try again later.
Articles 1–20