Ronan Collobert
homepage: | http://ronan.collobert.com/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
Description
Ronan Collobert received his master degree in pure mathematics from University of Rennes (France) in 2000. He then performed graduate studies in University of Montreal and IDIAP (Switzerland) under the Bengio brothers, and received his PhD in 2004 from University of Paris VI. He joined NEC Labs (USA) in January 2005 as a postdoc, and became a research staff member after about one year. His research interests always focused on large-scale machine-learning algorithms, with a particular interest in semi-supervised learning and deep learning architectures. Two years ago, his research shifted in the natural language processing area, slowly going towards automatic text understanding.
Lectures:
tutorial Deep Learning in Natural Language Processing as author at 23rd Annual Conference on Neural Information Processing Systems (NIPS), Vancouver 2009, together with: Jason Weston, 29857 views |
lecture Deep Learning for Efficient Discriminative Parsing as author at 14th International Conference on Artificial Intelligence and Statistics (AISTATS), Ft. Lauderdale 2011, 16903 views |
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lecture A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning as author at 25th International Conference on Machine Learning (ICML), Helsinki 2008, 13608 views |
lecture Deep Learning from Temporal Coherence in Video as author at Sessions, 6699 views |
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lecture Torch as author at NIPS Workshop on Machine Learning Open Source Software, Whistler 2008, 4743 views |
lecture Large Scale Learning Which Is Actually Useful as author at Workshops, 4450 views |
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