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