Ronan Collobert

Ronan Collobert is a person.

• See: Word Embeddings.

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References

• Personal Homepage: http://ronan.collobert.com/
• Google Scholar Author Page: http://scholar.google.com/citations?user=32w7x1cAAAAJ

2015

• (Lebretémi et al., 2015) ⇒ Rémi Lebretémi, Pedro O. Pinheiro, and Ronan Collobert. (2015). “Phrase-based Image Captioning." arXiv preprint arXiv:1502.03671

2012

• (Weston et al., 2012) ⇒ Jason Weston, Frédéric Ratle, Hossein Mobahi, and Ronan Collobert. (2012). “Deep Learning via Semi-supervised Embedding.” In: Neural Networks: Tricks of the Trade, pp. 639-655 . Springer Berlin Heidelberg,

2011

• (Collobert et al., 2011b) ⇒ Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. (2011). “Natural Language Processing (Almost) from Scratch.” In: The Journal of Machine Learning Research, 12.

2011

• (Collobert et al., 2011a) ⇒ Ronan Collobert, Koray Kavukcuoglu, and Clément Farabet. (2011). “Torch7: A matlab-like environment for machine learning". In BigLearn, NIPS Workshop, number EPFL-CONF-192376.
• (Collobert et al., 2011b) ⇒ Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. (2011). “Natural Language Processing (Almost) from Scratch.” In: The Journal of Machine Learning Research, 12.

2010

• (Erhan et al., 2010) ⇒ Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent, and Samy Bengio. (2010). “Why Does Unsupervised Pre-training Help Deep Learning?.” In: The Journal of Machine Learning Research, 11.

2009

• (Qi et al., 2009) ⇒ Yanjun Qi, Pavel Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston. (2009). “Semi-Supervised Sequence Labeling with Self-Learned Features.” In: Proceedings of the Ninth IEEE International Conference on Data Mining (ICDM 2009). doi:10.1109/ICDM.2009.40
• (Bengio et al., 2009) ⇒ Yoshua Bengio, Jérôme Louradour, Ronan Collobert, and Jason Weston. (2009). “Curriculum Learning.” In: [[Proceedings of the 26th annual International Conference on Machine Learning, (ICML-2009).

2008

• (Collobert & Weston, 2008) ⇒ Ronan Collobert, and Jason Weston. (2008). “A Unified Architecture for Natural Language Processing: Deep neural networks with multitask learning.” In: Proceedings of the 25th International Conference on Machine learning, pp. 160-167. ACM, 2008.

2001

• (Collobert & Bengio, 2008) ⇒ Ronan Collobert, and Samy Bengio. (2001). “SVMTorch: Support vector machines for large-scale regression problems.” In: The Journal of Machine Learning Research, 1.

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