Publications of Alexei Pozdnoukhov sorted by first author
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| Advanced Spatial Data Analysis and Modelling with Support Vector Machines, , , and , Idiap-RR-31-2000 |
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| Support Vector Machines for Classification and Mapping of Reservoir Data, , , , , and , Idiap-RR-04-2001 |
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| Prior Knowledge in Kernel Methods, , École Polytechnique Fédérale de Lausanne, 2006 |
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| The analysis of kernel ridge regression learning algorithm., , Idiap-RR-54-2002 |
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| A Kernel Classifier for Distributions, and , Idiap-RR-32-2005 |
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| Invariances in Kernel Methods: From Samples to Objects, and , Idiap-RR-56-2004 |
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| Tangent Vector Kernels for Invariant Image Classification with SVMs, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
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| From Samples to Objects in Kernel Methods, and , Idiap-RR-29-2003 |
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| Tangent Vector Kernels for Invariant Image Classification with SVMs, and , Idiap-RR-75-2003 |
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