Large scale online kernel classification
In this work, we present a new framework for large scale online kernel classification, making kernel methods efficient and scalable for large-scale online learning tasks. Unlike the regular budget kernel online learning scheme that usually uses different strategies to bound the number of support vec...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2013
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/2325 https://ink.library.smu.edu.sg/context/sis_research/article/3325/viewcontent/Large_Scale_Online_Kernel_Classification.pdf |
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| Institution: | Singapore Management University |
| Language: | English |