Learning Nonparametric Kernel Matrices from Pairwise Constraints
Many kernel learning methods have to assume parametric forms for the target kernel functions, which significantly limits the capability of kernels in fitting diverse patterns. Some kernel learning methods assume the target kernel matrix to be a linear combination of parametric kernel matrices. This...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2007
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/2384 https://ink.library.smu.edu.sg/context/sis_research/article/3384/viewcontent/537.pdf |
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| Institution: | Singapore Management University |
| Language: | English |