César Laurent

According to our database, César Laurent authored at least 12 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Implicit Regularization via Neural Feature Alignment.

Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Implicit Regularization in Deep Learning: A View from Function Space.

Aristide Baratin, Thomas George, César Laurent, R. Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

CoRR, 2020

Revisiting Loss Modelling for Unstructured Pruning.

César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent

CoRR, 2020

2019

Unreproducible Research is Reproducible.

Xavier Bouthillier, César Laurent, Pascal Vincent

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis.

Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An Evaluation of Fisher Approximations Beyond Kronecker Factorization.

César Laurent, Thomas George, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Recurrent Normalization Propagation.

César Laurent, Nicolas Ballas, Pascal Vincent

Proceedings of the 5th International Conference on Learning Representations, 2017

Recurrent Batch Normalization.

Tim Cooijmans, Nicolas Ballas, César Laurent, Çaglar Gülçehre, Aaron C. Courville

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Recurrent Batch Normalization.

Tim Cooijmans, Nicolas Ballas, César Laurent, Aaron C. Courville

CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.

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

CoRR, 2016

Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks.

Ying Zhang, Mohammad Pezeshki, Philémon Brakel, Saizheng Zhang, César Laurent, Yoshua Bengio, Aaron C. Courville

Proceedings of the Interspeech 2016, 2016

Batch normalized recurrent neural networks.

César Laurent, Gabriel Pereyra, Philemon Brakel, Ying Zhang, Yoshua Bengio

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016