| 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 | 2317 | 2013 |
| Wsabie: Scaling up to large vocabulary image annotation J Weston, S Bengio, N Usunier Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 667 | 2011 |
| 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 | 434 | 2010 |
| Large-scale simple question answering with memory networks A Bordes, N Usunier, S Chopra, J Weston arXiv preprint arXiv:1506.02075, 2015 | 400 | 2015 |
| Parseval networks: Improving robustness to adversarial examples M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier arXiv preprint arXiv:1704.08847, 2017 | 341 | 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 | 266 | 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 | 256 | 2014 |
| 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 | 250 | 2017 |
| 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 | 193 | 2013 |
| Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009 | 173 | 2009 |
| Improving neural language models with a continuous cache E Grave, A Joulin, N Usunier arXiv preprint arXiv:1612.04426, 2016 | 170 | 2016 |
| 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 | 112 | 2016 |
| 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 | 92 | 2016 |
| Optimizing F-measures by cost-sensitive classification SP Parambath, N Usunier, Y Grandvalet Advances in Neural Information Processing Systems, 2123-2131, 2014 | 89 | 2014 |
| Canonical tensor decomposition for knowledge base completion T Lacroix, N Usunier, G Obozinski arXiv preprint arXiv:1806.07297, 2018 | 85 | 2018 |
| 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 | 84 | 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 | 80 | 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 | 79 | 2017 |
| Sequence labelling SVMs trained in one pass A Bordes, N Usunier, L Bottou Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008 | 73 | 2008 |
| Composing relationships with translations A García-Durán, A Bordes, N Usunier | 71 | 2015 |
Antoine BordesDirector / Facebook AI ResearchAdresse e-mail validée de fb.com
