Guillaume Alain
TitleCited byYear
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
4942016
Generalized denoising auto-encoders as generative models
Y Bengio, L Yao, G Alain, P Vincent
Advances in neural information processing systems, 899-907, 2013
3772013
What regularized auto-encoders learn from the data-generating distribution
G Alain, Y Bengio
The Journal of Machine Learning Research 15 (1), 3563-3593, 2014
3072014
Deep generative stochastic networks trainable by backprop
Y Bengio, E Laufer, G Alain, J Yosinski
International Conference on Machine Learning, 226-234, 2014
3042014
Understanding intermediate layers using linear classifier probes
G Alain, Y Bengio
arXiv preprint arXiv:1610.01644, 2016
1202016
Smoothing depth maps for improved steroscopic image quality
WJ Tam, G Alain, L Zhang, T Martin, R Renaud
Three-Dimensional TV, Video, and Display III 5599, 162-172, 2004
1062004
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
912016
Techniques for learning binary stochastic feedforward neural networks
T Raiko, M Berglund, G Alain, L Dinh
arXiv preprint arXiv:1406.2989, 2014
772014
Variance reduction in sgd by distributed importance sampling
G Alain, A Lamb, C Sankar, A Courville, Y Bengio
arXiv preprint arXiv:1511.06481, 2015
462015
GSNs: generative stochastic networks
G Alain, Y Bengio, L Yao, J Yosinski, E Thibodeau-Laufer, S Zhang, ...
Information and Inference: A Journal of the IMA 5 (2), 210-249, 2016
302016
Model-based clustering of array CGH data
SP Shah, KJ Cheung Jr, NA Johnson, G Alain, RD Gascoyne, ...
Bioinformatics 25 (12), i30-i38, 2009
272009
Regularized auto-encoders estimate local statistics
G Alain, Y Bengio, S Rifai
ICLR, 2013
262013
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
202016
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
192016
Implicit density estimation by local moment matching to sample from auto-encoders
Y Bengio, G Alain, S Rifai
arXiv preprint arXiv:1207.0057, 2012
102012
Improving stereoscopic image quality of pictures generated from depth maps
G Alain, WJ Tam, L Zhang
Internal CRC report, 2003
102003
Negative eigenvalues of the Hessian in deep neural networks
G Alain, NL Roux, PA Manzagol
arXiv preprint arXiv:1902.02366, 2019
62019
Deep generative stochastic networks trainable by backprop. arXiv preprint arXiv: 1306.1091
Y Bengio, G Alain, J Yosinski
52013
Simultaneous approximation of a real number by all conjugates of an algebraic number
G Alain
arXiv preprint arXiv:0706.1022, 2007
32007
Modeling uncertain interventions
K Murphy, UB Columbia, D Duvenaud, G Alain, D Eaton
NIPS 2008 Workshop “Causality: Objectives and Assessment”, Whistler, Canada, 2008
12008
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