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All publications by Antoine Bordes
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Translating Embeddings for Modeling Multi-relational Data
Antoine Bordes, Nicolas Usunier, Alberto Garcia-duran, Jason Weston and Oksana Yakhnenko
Advances in Neural Information Processing Systems 26, 2013


A latent factor model for highly multi-relational data
Rodolphe Jenatton, Nicolas L. Roux, Antoine Bordes and Guillaume R. Obozinski
Advances in Neural Information Processing Systems 25, 2012


Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
Antoine Bordes, Xavier Glorot, Jason Weston and Yoshua Bengio
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach
Xavier Glorot, Antoine Bordes and Yoshua Bengio
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Deep Sparse Rectifier Neural Networks
Xavier Glorot, Antoine Bordes and Yoshua Bengio
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences
Antoine Bordes, Nicolas Usunier and Jason Weston
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Guarantees for Approximate Incremental SVMs
Nicolas Usunier, Antoine Bordes and Léon Bottou
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Towards Understanding Situated Natural Language
Antoine Bordes, Nicolas Usunier, Ronan Collobert and Jason Weston
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent
Antoine Bordes, Léon Bottou and Patrick Gallinari
Journal of Machine Learning Research, 2009


Solving multiclass support vector machines with LaRank
Antoine Bordes, Léon Bottou, Patrick Gallinari and Jason Weston
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Fast Kernel Classifiers with Online and Active Learning
Antoine Bordes, Seyda Ertekin, Jason Weston and Léon Bottou
Journal of Machine Learning Research, 2005