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» Approximate Kernel Clustering

126

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ESANN
2007

112views Neural Networks» more ESANN 2007»

Model Selection for Kernel Probit Regression

15 years 5 months ago

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Abstract. The convex optimisation problem involved in ﬁtting a kernel probit regression (KPR) model can be solved eﬃciently via an iteratively re-weighted least-squares (IRWLS)...

Gavin C. Cawley

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103

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COLT
2005
Springer

115views Machine Learning» more COLT 2005»

Approximating a Gram Matrix for Improved Kernel-Based Learning

15 years 9 months ago

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Petros Drineas, Michael W. Mahoney

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107

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AROBOTS
2008

83views more AROBOTS 2008»

Geodesic Gaussian kernels for value function approximation

15 years 4 months ago

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Masashi Sugiyama, Hirotaka Hachiya, Christopher To...

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100

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ALGORITHMICA
1998

67views more ALGORITHMICA 1998»

On a Kernel-Based Method for Pattern Recognition, Regression, Approximation, and Operator Inversion

15 years 3 months ago

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Alex J. Smola, Bernhard Schölkopf

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111

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NECO
2002

88views more NECO 2002»

Approximation Bounds for Some Sparse Kernel Regression Algorithms

15 years 3 months ago

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