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César Laurent
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2020 – today
- 2021
- [c8]Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien:
Implicit Regularization via Neural Feature Alignment. AISTATS 2021: 2269-2277 - 2020
- [i7]César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent:
Revisiting Loss Modelling for Unstructured Pruning. CoRR abs/2006.12279 (2020) - [i6]Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien:
Implicit Regularization in Deep Learning: A View from Function Space. CoRR abs/2008.00938 (2020)
2010 – 2019
- 2019
- [c7]Xavier Bouthillier, César Laurent, Pascal Vincent:
Unreproducible Research is Reproducible. ICML 2019: 725-734 - 2018
- [c6]César Laurent, Thomas George, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent:
An Evaluation of Fisher Approximations Beyond Kronecker Factorization. ICLR (Workshop) 2018 - [c5]Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent:
Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis. NeurIPS 2018: 9573-9583 - [i5]Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent:
Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis. CoRR abs/1806.03884 (2018) - 2017
- [c4]Tim Cooijmans, Nicolas Ballas, César Laurent, Çaglar Gülçehre, Aaron C. Courville:
Recurrent Batch Normalization. ICLR (Poster) 2017 - [c3]César Laurent, Nicolas Ballas, Pascal Vincent:
Recurrent Normalization Propagation. ICLR (Workshop) 2017 - [i4]Ying Zhang, Mohammad Pezeshki, Philemon Brakel, Saizheng Zhang, César Laurent, Yoshua Bengio, Aaron C. Courville:
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks. CoRR abs/1701.02720 (2017) - 2016
- [c2]César Laurent, Gabriel Pereyra, Philemon Brakel, Ying Zhang, Yoshua Bengio:
Batch normalized recurrent neural networks. ICASSP 2016: 2657-2661 - [c1]Ying Zhang, Mohammad Pezeshki, Philémon Brakel, Saizheng Zhang, César Laurent, Yoshua Bengio, Aaron C. Courville:
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks. INTERSPEECH 2016: 410-414 - [i3]Tim Cooijmans, Nicolas Ballas, César Laurent, Aaron C. Courville:
Recurrent Batch Normalization. CoRR abs/1603.09025 (2016) - [i2]Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang:
Theano: A Python framework for fast computation of mathematical expressions. CoRR abs/1605.02688 (2016) - 2015
- [i1]César Laurent, Gabriel Pereyra, Philemon Brakel, Ying Zhang, Yoshua Bengio:
Batch Normalized Recurrent Neural Networks. CoRR abs/1510.01378 (2015)
Coauthor Index
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