Large scale online kernel learning
In this paper, we present a new framework for large scale online kernel learning, making kernel methods efficient and scalable for large-scale online learning applications. Unlike the regular budget online kernel learning scheme that usually uses some budget maintenance strategies to bound the numbe...
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Main Authors: | LU, Jing, HOI, Steven C. H., WANG, Jialei, ZHAO, Peilin, LIU, Zhi-Yong |
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Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2016
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Online Access: | https://ink.library.smu.edu.sg/sis_research/3410 https://ink.library.smu.edu.sg/context/sis_research/article/4411/viewcontent/Largescaleonlinekernellearning.pdf |
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Institution: | Singapore Management University |
Language: | English |
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