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» Approximate Tree Kernels

163

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JMLR
2006

112views more JMLR 2006»

Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting

15 years 5 months ago

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We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...

Andrea Passerini, Paolo Frasconi, Luc De Raedt

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103

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FOCS
2008
IEEE

89views Theoretical Computer Science» more FOCS 2008»

Approximate Kernel Clustering

16 years 10 days ago

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Subhash Khot, Assaf Naor

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117

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COLT
2005
Springer

115views Machine Learning» more COLT 2005»

Approximating a Gram Matrix for Improved Kernel-Based Learning

15 years 11 months ago

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Petros Drineas, Michael W. Mahoney

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128

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AROBOTS
2008

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Geodesic Gaussian kernels for value function approximation

15 years 6 months ago

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Masashi Sugiyama, Hirotaka Hachiya, Christopher To...

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120

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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 5 months ago

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