PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by antoine Bordes

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Number of EPrints submitted by this user: 9

Solving MultiClass Classification with LaRank
antoine Bordes, Leon Bottou, Patrick Gallinari and Jason Weston
In: ICML 2007, 20-24 June 2007, Corvallis, Oregon.

Sequence Labelling SVMs Trained in One Pass
Antoine Bordes, Nicolas Usunier and Léon Botou
ECML PKDD 2008, Part I Volume LNAI 5211, pp. 146-161, 2008. ISSN 1611-3349

SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent
Antoine Bordes, Leon Bottou and Patrick Gallinari
Journal of Machine Learning Research Volume 10, pp. 1737-1754, 2009. ISSN 1533-7928

Erratum: SGDQN is Less Careful than Expected
Antoine Bordes, Leon Bottou, Patrick Gallinari, Jonathan Chang and S-Alex Smith
Journal of Machine Learning Research Volume 11, pp. 2229-2240, 2010.

Deep Sparse Rectifier Networks
Xavier Glorot, Antoine Bordes and Yoshua Bengio
Proceedings of the 14th International Conference on Artificial Intelligence and Statistics. JMLR W&CP Volume 15, pp. 315-323, 2011.

Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach
Xavier Glorot, Antoine Bordes and Yoshua Bengio
In: ICML 2011, 28 Jun - 28 Jul 2011, Bellevue, USA.

Learning Structured Embeddings of Knowledge Bases
Antoine Bordes, Jason Weston, Ronan Collobert and Yoshua Bengio
In: AAAI 2011, August 2011, San Francisco, USA.

Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing
Antoine Bordes, Xavier Glorot, Jason Weston and Yoshua Bengio
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics. JMLR W&CP 2011.

Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences
Antoine Bordes, Nicolas Usunier and Jason Weston
In: ICML 2010, 21-24 June 2010, Haifa, Israel.