Usunier Nicolas
Usunier Nicolas
Facebook AI Research
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Translating embeddings for modeling multi-relational data
A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko
Advances in neural information processing systems, 2787-2795, 2013
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
Large scale image annotation: learning to rank with joint word-image embeddings
J Weston, S Bengio, N Usunier
Machine learning 81 (1), 21-35, 2010
Large-scale simple question answering with memory networks
A Bordes, N Usunier, S Chopra, J Weston
arXiv preprint arXiv:1506.02075, 2015
Parseval networks: Improving robustness to adversarial examples
M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier
arXiv preprint arXiv:1704.08847, 2017
Fader networks: Manipulating images by sliding attributes
G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato
Advances in neural information processing systems, 5967-5976, 2017
Learning from multiple partially observed views-an application to multilingual text categorization
MR Amini, N Usunier, C Goutte
Advances in neural information processing systems, 28-36, 2009
Open question answering with weakly supervised embedding models
A Bordes, J Weston, N Usunier
Joint European conference on machine learning and knowledge discovery in …, 2014
Connecting language and knowledge bases with embedding models for relation extraction
J Weston, A Bordes, O Yakhnenko, N Usunier
arXiv preprint arXiv:1307.7973, 2013
Improving neural language models with a continuous cache
E Grave, A Joulin, N Usunier
arXiv preprint arXiv:1612.04426, 2016
Ranking with ordered weighted pairwise classification
N Usunier, D Buffoni, P Gallinari
Proceedings of the 26th annual international conference on machine learning …, 2009
Episodic exploration for deep deterministic policies: An application to starcraft micromanagement tasks
N Usunier, G Synnaeve, Z Lin, S Chintala
arXiv preprint arXiv:1609.02993, 2016
Canonical tensor decomposition for knowledge base completion
T Lacroix, N Usunier, G Obozinski
arXiv preprint arXiv:1806.07297, 2018
Optimizing F-measures by cost-sensitive classification
SP Parambath, N Usunier, Y Grandvalet
Advances in Neural Information Processing Systems, 2123-2131, 2014
Torchcraft: a library for machine learning research on real-time strategy games
G Synnaeve, N Nardelli, A Auvolat, S Chintala, T Lacroix, Z Lin, F Richoux, ...
arXiv preprint arXiv:1611.00625, 2016
PAC-Bayes bounds for the risk of the majority vote and the variance of the Gibbs classifier
A Lacasse, F Laviolette, M Marchand, P Germain, N Usunier
Advances in Neural information processing systems, 769-776, 2007
Robust bloom filters for large multilabel classification tasks
MM Cisse, N Usunier, T Artieres, P Gallinari
Advances in neural information processing systems, 1851-1859, 2013
How should we evaluate supervised hashing?
A Sablayrolles, M Douze, N Usunier, H Jégou
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
Composing relationships with translations
A García-Durán, A Bordes, N Usunier
Sequence labelling SVMs trained in one pass
A Bordes, N Usunier, L Bottou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
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