Soft confidence-weighted learning
Online learning plays an important role in many big datamining problems because of its high efficiency and scalability. In theliterature, many online learning algorithms using gradient information havebeen applied to solve online classification problems. Recently, more effectivesecond-order algorith...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2016
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3418 https://ink.library.smu.edu.sg/context/sis_research/article/4419/viewcontent/SoftConfidenceWeightedLearning_2016.pdf |
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| Institution: | Singapore Management University |
| Language: | English |