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ORCIDBibTeX records: Guillaume Alain
@article{DBLP:journals/corr/abs-2008-04391,
author = {Guillaume Alain and
Maxime Chevalier{-}Boisvert and
Fr{\'{e}}d{\'{e}}ric Osterrath and
R{\'{e}}mi Pich{\'{e}}{-}Taillefer},
title = {DeepDrummer : Generating Drum Loops using Deep Learning and a Human
in the Loop},
journal = {CoRR},
volume = {abs/2008.04391},
year = {2020},
url = {https://arxiv.org/abs/2008.04391},
eprinttype = {arXiv},
eprint = {2008.04391},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02366,
author = {Guillaume Alain and
Nicolas Le Roux and
Pierre{-}Antoine Manzagol},
title = {Negative eigenvalues of the Hessian in deep neural networks},
journal = {CoRR},
volume = {abs/1902.02366},
year = {2019},
url = {http://arxiv.org/abs/1902.02366},
eprinttype = {arXiv},
eprint = {1902.02366},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03594,
author = {Maxime Chevalier{-}Boisvert and
Guillaume Alain and
Florian Golemo and
Derek Nowrouzezahrai},
title = {Robo-PlaNet: Learning to Poke in a Day},
journal = {CoRR},
volume = {abs/1911.03594},
year = {2019},
url = {http://arxiv.org/abs/1911.03594},
eprinttype = {arXiv},
eprint = {1911.03594},
timestamp = {Sun, 01 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AlainRM18,
author = {Guillaume Alain and
Nicolas Le Roux and
Pierre{-}Antoine Manzagol},
title = {Negative eigenvalues of the Hessian in deep neural networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=S1iiddyDG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AlainRM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AlainB17,
author = {Guillaume Alain and
Yoshua Bengio},
title = {Understanding intermediate layers using linear classifier probes},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HJ4-rAVtl},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AlainB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Al-RfouAAa16,
author = {Rami Al{-}Rfou and
Guillaume Alain and
Amjad Almahairi and
Christof Angerm{\"{u}}ller and
Dzmitry Bahdanau and
Nicolas Ballas and
Fr{\'{e}}d{\'{e}}ric Bastien and
Justin Bayer and
Anatoly Belikov and
Alexander Belopolsky and
Yoshua Bengio and
Arnaud Bergeron and
James Bergstra and
Valentin Bisson and
Josh Bleecher Snyder and
Nicolas Bouchard and
Nicolas Boulanger{-}Lewandowski and
Xavier Bouthillier and
Alexandre de Br{\'{e}}bisson and
Olivier Breuleux and
Pierre Luc Carrier and
Kyunghyun Cho and
Jan Chorowski and
Paul F. Christiano and
Tim Cooijmans and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Myriam C{\^{o}}t{\'{e}} and
Aaron C. Courville and
Yann N. Dauphin and
Olivier Delalleau and
Julien Demouth and
Guillaume Desjardins and
Sander Dieleman and
Laurent Dinh and
Melanie Ducoffe and
Vincent Dumoulin and
Samira Ebrahimi Kahou and
Dumitru Erhan and
Ziye Fan and
Orhan Firat and
Mathieu Germain and
Xavier Glorot and
Ian J. Goodfellow and
Matthew Graham and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Philippe Hamel and
Iban Harlouchet and
Jean{-}Philippe Heng and
Bal{\'{a}}zs Hidasi and
Sina Honari and
Arjun Jain and
S{\'{e}}bastien Jean and
Kai Jia and
Mikhail Korobov and
Vivek Kulkarni and
Alex Lamb and
Pascal Lamblin and
Eric Larsen and
C{\'{e}}sar Laurent and
Sean Lee and
Simon Lefran{\c{c}}ois and
Simon Lemieux and
Nicholas L{\'{e}}onard and
Zhouhan Lin and
Jesse A. Livezey and
Cory Lorenz and
Jeremiah Lowin and
Qianli Ma and
Pierre{-}Antoine Manzagol and
Olivier Mastropietro and
Robert McGibbon and
Roland Memisevic and
Bart van Merri{\"{e}}nboer and
Vincent Michalski and
Mehdi Mirza and
Alberto Orlandi and
Christopher Joseph Pal and
Razvan Pascanu and
Mohammad Pezeshki and
Colin Raffel and
Daniel Renshaw and
Matthew Rocklin and
Adriana Romero and
Markus Roth and
Peter Sadowski and
John Salvatier and
Fran{\c{c}}ois Savard and
Jan Schl{\"{u}}ter and
John Schulman and
Gabriel Schwartz and
Iulian Vlad Serban and
Dmitriy Serdyuk and
Samira Shabanian and
{\'{E}}tienne Simon and
Sigurd Spieckermann and
S. Ramana Subramanyam and
Jakub Sygnowski and
J{\'{e}}r{\'{e}}mie Tanguay and
Gijs van Tulder and
Joseph P. Turian and
Sebastian Urban and
Pascal Vincent and
Francesco Visin and
Harm de Vries and
David Warde{-}Farley and
Dustin J. Webb and
Matthew Willson and
Kelvin Xu and
Lijun Xue and
Li Yao and
Saizheng Zhang and
Ying Zhang},
title = {Theano: {A} Python framework for fast computation of mathematical
expressions},
journal = {CoRR},
volume = {abs/1605.02688},
year = {2016},
url = {http://arxiv.org/abs/1605.02688},
eprinttype = {arXiv},
eprint = {1605.02688},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Al-RfouAAa16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlainB16,
author = {Guillaume Alain and
Yoshua Bengio},
title = {Understanding intermediate layers using linear classifier probes},
journal = {CoRR},
volume = {abs/1610.01644},
year = {2016},
url = {http://arxiv.org/abs/1610.01644},
eprinttype = {arXiv},
eprint = {1610.01644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlainB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/RaikoBAD14,
author = {Tapani Raiko and
Mathias Berglund and
Guillaume Alain and
Laurent Dinh},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Techniques for Learning Binary Stochastic Feedforward Neural Networks},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1406.2989},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RaikoBAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlainBYYTZV15,
author = {Guillaume Alain and
Yoshua Bengio and
Li Yao and
Jason Yosinski and
Eric Thibodeau{-}Laufer and
Saizheng Zhang and
Pascal Vincent},
title = {GSNs : Generative Stochastic Networks},
journal = {CoRR},
volume = {abs/1503.05571},
year = {2015},
url = {http://arxiv.org/abs/1503.05571},
eprinttype = {arXiv},
eprint = {1503.05571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlainBYYTZV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlainLSCB15,
author = {Guillaume Alain and
Alex Lamb and
Chinnadhurai Sankar and
Aaron C. Courville and
Yoshua Bengio},
title = {Variance Reduction in {SGD} by Distributed Importance Sampling},
journal = {CoRR},
volume = {abs/1511.06481},
year = {2015},
url = {http://arxiv.org/abs/1511.06481},
eprinttype = {arXiv},
eprint = {1511.06481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlainLSCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlainB14,
author = {Guillaume Alain and
Yoshua Bengio},
title = {What regularized auto-encoders learn from the data-generating distribution},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3563--3593},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2750359},
doi = {10.5555/2627435.2750359},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlainB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BengioLAY14,
author = {Yoshua Bengio and
Eric Laufer and
Guillaume Alain and
Jason Yosinski},
title = {Deep Generative Stochastic Networks Trainable by Backprop},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {226--234},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/bengio14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BengioLAY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioYAV13,
author = {Yoshua Bengio and
Li Yao and
Guillaume Alain and
Pascal Vincent},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Generalized Denoising Auto-Encoders as Generative Models},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {899--907},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/559cb990c9dffd8675f6bc2186971dc2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BengioYAV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1211-4246,
author = {Guillaume Alain and
Yoshua Bengio and
Salah Rifai},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Regularized Auto-Encoders Estimate Local Statistics},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1211.4246},
timestamp = {Thu, 04 Apr 2019 13:20:07 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-4246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-6663,
author = {Yoshua Bengio and
Li Yao and
Guillaume Alain and
Pascal Vincent},
title = {Generalized Denoising Auto-Encoders as Generative Models},
journal = {CoRR},
volume = {abs/1305.6663},
year = {2013},
url = {http://arxiv.org/abs/1305.6663},
eprinttype = {arXiv},
eprint = {1305.6663},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-6663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-0057,
author = {Yoshua Bengio and
Guillaume Alain and
Salah Rifai},
title = {Implicit Density Estimation by Local Moment Matching to Sample from
Auto-Encoders},
journal = {CoRR},
volume = {abs/1207.0057},
year = {2012},
url = {http://arxiv.org/abs/1207.0057},
eprinttype = {arXiv},
eprint = {1207.0057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-0057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShahCJAGHNM09,
author = {Sohrab P. Shah and
K{-}John Cheung Jr. and
Nathalie A. Johnson and
Guillaume Alain and
Randy D. Gascoyne and
Douglas E. Horsman and
Raymond T. Ng and
Kevin P. Murphy},
title = {Model-based clustering of array {CGH} data},
journal = {Bioinform.},
volume = {25},
number = {12},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp205},
doi = {10.1093/BIOINFORMATICS/BTP205},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShahCJAGHNM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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