César Laurent
César Laurent
Adresse e-mail validée de umontreal.ca
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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
6612016
Recurrent batch normalization
T Cooijmans, N Ballas, C Laurent, Ç Gülçehre, A Courville
arXiv preprint arXiv:1603.09025, 2016
3832016
Towards end-to-end speech recognition with deep convolutional neural networks
Y Zhang, M Pezeshki, P Brakel, S Zhang, C Laurent, Y Bengio, ...
arXiv preprint arXiv:1701.02720, 2017
3212017
Batch normalized recurrent neural networks
C Laurent, G Pereyra, P Brakel, Y Zhang, Y Bengio
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
2312016
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
1692016
Fast approximate natural gradient descent in a kronecker-factored eigenbasis
T George, C Laurent, X Bouthillier, N Ballas, P Vincent
arXiv preprint arXiv:1806.03884, 2018
542018
Unreproducible research is reproducible
X Bouthillier, C Laurent, P Vincent
International Conference on Machine Learning, 725-734, 2019
332019
Harm de Vries, David Warde-Farley, Dustin J
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, and …, 2016
272016
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688, 2016
212016
Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688, May 2016
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688. Project URL http://github. com/Theano …, 2016
92016
Implicit regularization via neural feature alignment
A Baratin, T George, C Laurent, RD Hjelm, G Lajoie, P Vincent, ...
International Conference on Artificial Intelligence and Statistics, 2269-2277, 2021
22021
An evaluation of fisher approximations beyond kronecker factorization
C Laurent, T George, X Bouthillier, N Ballas, P Vincent
22018
Recurrent normalization propagation
C Laurent, N Ballas, P Vincent
22017
Implicit Regularization in Deep Learning: A View from Function Space
A Baratin, T George, C Laurent, R Devon Hjelm, G Lajoie, P Vincent, ...
arXiv e-prints, arXiv: 2008.00938, 2020
12020
Revisiting Loss Modelling for Unstructured Pruning
C Laurent, C Ballas, T George, N Ballas, P Vincent
arXiv preprint arXiv:2006.12279, 2020
12020
A machine learning enrichment strategy for presymptomatic cohorts in Alzheimer's disease clinical trials
A Tam, C Laurent, AN de la Colina, S Gauthier, C Dansereau
Age (mean±std) 69 (9.6), 65.2-8.8, 2021
2021
Advances in parameterisation, optimisation and pruning of neural networks
C Laurent
2021
Validation and replication of a prognostic machine learning model for enrichment of cognitive decliners in clinical trials: Neuroimaging/Optimal neuroimaging measures for …
C Dansereau, C Laurent, A Tam
Alzheimer's & Dementia 16, e045233, 2020
2020
Validation and Replication of a Prognostic Machine Learning Model for Enrichment of Cognitive Decliners in Clinical Trials
C Dansereau, C Laurent, A Tam
2020 Alzheimer's Association International Conference, 2020
2020
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