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Searching for "Kernel Matching Pursuit." – sorted by Relevance.

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

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Kernel matching pursuit
by Pascal Vincent, Yoshua Bengio — 2002 — Machine Learning
…Kernel Matching Pursuit Pascal Vincent and Yoshua Bengio Dept. IRO, UniversitédeMontréal C.P. 6128…
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Theory of matching pursuit
by Zakria Hussain, John Shawe-taylor
… analyse a second matching pursuit algorithm called kernel matching pursuit (KMP) which does not correspond…
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An M-Ary KMP Classifier for Multi-Aspect Target Classification
by Xuejun Liao, Hui Li, Balaji Krishnapuram
… matching pursuits (KMP) algorithm was introduced in [2], wherein MP was applied to kernel basis functions…
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~f0 = 0,
by unknown authors
… Kernel Matching Pursuit Pascal Vincent and Yoshua BengioDept. IRO, Universit'e de Montr'eal C…
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Online (and Offline) on an Even Tighter Budget
by Jason Weston America
… of Kernel Matching Pursuit (KMP) (Vincent and Bengio, 2000). We show that this algorithm has good…
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Building support vector machines with reduced classifier complexity
by S. Sathiya Keerthi, Olivier Chapelle, Dennis Decoste, P. Bennett, Emilio Parrado-hernández — 2001 — Journal of Machine Learning Research
… function. 2 Building SVMs with reduced complexity et al., 2003) and Kernel Matching Pursuit (Vincent…
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and. Fast Sparse Approximation for Least Square Support vector machines
by Licheng Jiao, Senior Member, Liefeng Bo, Ling Wang — 2007 — IEEE Transactions on Neural Networks
…. The typical examples include kernel match pursuit (KMP) [21] and sparse greedy Gaussian process (SGGP) [27…
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Journal of Machine Learning Research 7 (2006) 1493--1515 Submitted 10/05; Revised 3/06; Published 7/06 Building Support Vector Machines with
by Reduced Classifier Complexity, S. Sathiya Keerthi, Olivier Chapelle, Dennis Decoste, P. Bennett, Emilio Parrado-hernández — 2001 — Journal of Machine Learning Research
… models in a Bayesian setting; and Kernel Matching Pursuit (Vincent and Bengio, 2002) is a discriminative…
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A matching pursuit approach to sparse Gaussian process regression
by S. Sathiya Keerthi, Wei Chu — 2006 — In Advances in Neural Information Processing Systems 18
… matching pursuit. Kernel Matching Pursuit (Vincent and Bengio, 2002) is a sparse method for ordinary least…
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A general regression technique for learning transductions
by Corinna Cortes, Mehryar Mohri, Jason Weston — 2005 — Proceedings of ICML 2005
…) (Vapnik, 1995), or Kernel Matching Pursuit (KMP) (Vincent & Bengio, 2000). SVR and KMP offer the advantage…
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