SRI International
Room EJ280
333 Ravenswood Avenue
Menlo Park, CA 94025-3493
USA
Phone: 650-859-4464
Fax: (650) 859-3735
Email:
Home Page: http://www.ai.sri.com/~huynh/
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FAUST (Flexible Acquisition and Understanding System for Text)SRI is developing an automated reading system that makes the information in text accessible to a range of formal reasoning systems. |
The following publications are selected by the author. They are listed in reverse chronological order.
[View All 10 Publications]
Huynh Tuyen N., Mooney Raymond J. Online Structure Learning for Markov Logic Networks, in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011), September 2011. [Details]
Huynh Tuyen N. Improving the Accuracy and Scalability of Discriminative Learning Methods for Markov Logic Networks, PhD Thesis. Department of Computer Science, University of Texas at Austin, May 2011. [Details]
Huynh Tuyen N., Mooney Raymond J. Online Max-Margin Weight Learning for Markov Logic Networks, in Proceedings of the Eleventh SIAM International Conference on Data Mining (SDM11), Mesa, Arizona, USA, pp. 642-651, April 2011. [Details]
Huynh Tuyen N., Mooney Raymond J. Max-Margin Weight Learning for Markov Logic Networks, in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Part 1, Bled, Slovenia, pp. 564-579, September 2009. [Details]
Huynh Tuyen N., Mooney Raymond J. Discriminative Structure and Parameter Learning for Markov Logic Networks, in Proceedings of the 25th International Conference on Machine Learning (ICML), Helsinki, Finland, July 2008. [Details]
Mihalkova Lilyana, Huynh Tuyen N., Mooney Raymond J. Mapping and Revising Markov Logic Networks for Transfer Learning, in Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI-07), Vancouver, BC, pp. 608-614, July 2007. [Details]
