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Searching for "Boosting Support Vector Machines." – sorted by Relevance.

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63 documents found, showing 1 through 10. Next 10 →

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A Method to Boost Support Vector Machines
by Lili Diao Keyun, Lili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi
…A Method to Boost Support Vector Machines Lili Diao, Keyun Hu, Yuchang Lu, and Chunyi Shi…
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Margin Maximizing Loss Functions
by Saharon Rosset, Ji Zhu, Trevor Hastie — 2003 — In Advances in Neural Information Processing Systems (NIPS) 15
… approaches can be cast in this framework: logistic regression, support vector machines, boosting and more…
Cited by 12 (3 self) – Add To MetaCart

Margin Maximizing Loss Functions
by Saharon Rosset Watson, Ji Zhu, Trevor Hastie — 2003 — In Advances in Neural Information Processing Systems (NIPS) 15
…, such as boosting and support vector machines. Margin maximization is theoretically interesting because…
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Ranking and scoring using empirical risk minimization
by Stéphan Clémençon, Gábor Lugosi, Nicolas Vayatis — 2005 — Proceedings of the Eighteenth Annual Conference on Computational Learning Theory (COLT
… versions of boosting and support vector machines are based on replacing the loss function by a convex…
Cited by 6 (0 self) – Add To MetaCart

Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior
by Marian Stewart Bartlett, Gwen Littlewort, Mark Frank, Claudia Lainscsek, Ian Fasel, Javier Movellan — 2005 — COMPUTER VISION AND PATTERN RECOGNITION
… by selecting a subset of Gabor filters using AdaBoost and then training Support Vector Machines on the outputs…
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Machine Learning Methods for Fully Automatic Recognition of Facial Expressions and Facial Actions
by Marian Stewart Bartlett, Gwen Littlewort, Claudia Lainscsek, Ian Fasel, Javier Movellan — 2004 — Proc. IEEE Int’l Conf. Systems, Man and Cybernetics
… to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector machines…
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Dynamics of Facial Expression Extracted Automatically from Video
by Gwen Littlewort, Marian Stewart Bartlett, Ian Fasel, Joshua Susskind, Javier Movellan — 2004 — J. Image & Vision Computing
… and then training Support Vector Machines on the outputs of the filters selected by AdaBoost. The generalization…
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Analysis of machine learning methods for real-time recognition of facial expressions from video
by Gwen Littlewort, Marian Stewart Bartlett, Ian Fasel, Joel Chenu, Javier R. Movellan — 2004 — In Computer Vision and Pattern Recognition
… to the problem of fully automatic recognition of facial expressions, including AdaBoost, support vector machines…
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Robust Boosting via Convex Optimization: Theory and Applications
by Gunnar Rätsch, Doktor Der Naturwissenschaften, Mathematisch-naturwissenschaftlichen Fakultiit, K. -r. Mtiller, Prof Dr, Prof Dr, M. K. Warmuth — 2001
… practical result of the theory of generalization, in particular Boosting and Support Vector Machines. A…
Cited by 7 (0 self) – Add To MetaCart

Learning to search web pages with query-level loss functions
by Tao Qin, Tie-yan Liu, Ming-feng Tsai, Xu-dong Zhang, Hang Li — 2006
… on Boosting, Support Vector Machines and Neural Networks respectively. To some extent, automatically learning…
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