Xavier Bouthillier
Xavier Bouthillier
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
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
795*2016
Emonets: Multimodal deep learning approaches for emotion recognition in video
SE Kahou, X Bouthillier, P Lamblin, C Gulcehre, V Michalski, K Konda, ...
Journal on Multimodal User Interfaces 10 (2), 99-111, 2016
3392016
Combining modality specific deep neural networks for emotion recognition in video
SE Kahou, C Pal, X Bouthillier, P Froumenty, Ç Gülçehre, R Memisevic, ...
Proceedings of the 15th ACM on International conference on multimodal …, 2013
2982013
Dropout as data augmentation
X Bouthillier, K Konda, P Vincent, R Memisevic
arXiv preprint arXiv:1506.08700, 2015
632015
Efficient exact gradient update for training deep networks with very large sparse targets
P Vincent, A De Brébisson, X Bouthillier
arXiv preprint arXiv:1412.7091, 2014
482014
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
422018
Unreproducible research is reproducible
X Bouthillier, C Laurent, P Vincent
International Conference on Machine Learning, 725-734, 2019
272019
Orıon: Asynchronous Distributed Hyperparameter Optimization
X Bouthillier, C Tsirigotis, F Corneau-Tremblay, P Delaunay, R Askari, ...
Zenodo, 2019
11*2019
Survey of machine-learning experimental methods at NeurIPS2019 and ICLR2020
X Bouthillier, G Varoquaux
Inria Saclay Ile de France, 2020
102020
Accounting for variance in machine learning benchmarks
X Bouthillier, P Delaunay, M Bronzi, A Trofimov, B Nichyporuk, J Szeto, ...
Proceedings of Machine Learning and Systems 3, 2021
22021
An evaluation of fisher approximations beyond kronecker factorization
C Laurent, T George, X Bouthillier, N Ballas, P Vincent
12018
Improving Reproducibility of Benchmarks
X Bouthillier
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Articles 1–12