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All publications by Glenn Fung
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Active Learning from Multiple Knowledge Sources
Yan Yan, Rómer Rosales, Glenn Fung, Faisal Farooq, Bharat Rao and Jennifer G. Dy
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Modeling annotator expertise: Learning when everybody knows a bit of something
Yan Yan, Rómer Rosales, Glenn Fung, Mark W. Schmidt, Gerardo H. Valadez, Luca Bogoni, Linda Moy and Jennifer G. Dy
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Using Local Dependencies within Batches to Improve Large Margin Classifiers
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy and R. B. Rao
Journal of Machine Learning Research, 2009


A fast iterative algorithm for fisher discriminant using heterogeneous kernels
Glenn Fung, Murat Dundar, Jinbo Bi and R. B. Rao
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Minimal Kernel Classifiers
Glenn Fung, Olvi L. Mangasarian and Alex J. Smola
Journal of Machine Learning Research, 2002