Publications

Found 5 results

Filters: author is DeCoste  [Clear All Filters]
2006
Building Support Vector Machines with Reduced Classifier Complexity. Keerthi, S.S.; Chapelle, O.; DeCoste, D. , Journal of Machine Learning Research, Volume 7, p.1493-1515, (2006)
Naive filterbots for robust cold-start recommendations Park, S.; Pennock, D.; Madani, O.; Good, N.; DeCoste, D. , ACM Conference on Knowledge Discovery and Data Mining, p.699-705, (2006)
2005
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs. Keerthi, S.S.; DeCoste, D. , Journal of Machine Learning Research, Volume 6, p.341-361, (2005)
Contextual Recommender Problems Madani, O.; DeCoste, D. , First Utility Based Data Mining Workshop UBDM at KDD, (2005)
2004
An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels. Lee, M.M.S.; Keerthi, S.S.; Ong, C.; DeCoste, D. , IEEE Transactions on Neural Networks, Volume 15, Number 3, p.750-757, (2004)
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