Unified locally linear classifiers with diversity-promoting anchor points

Locally Linear Support Vector Machine (LLSVM) has been actively used in classification tasks due to its capability of classifying nonlinear patterns. However, existing LLSVM suffers from two drawbacks: (1) a particular and appropriate regularization for LLSVM has not yet been addressed; (2) it usual...

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Bibliographic Details
Main Authors: LIU, Chenghao, ZHANG, Teng, ZHAO, Peilin, SUN, Jianling, HOI, Steven C. H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
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Online Access:https://ink.library.smu.edu.sg/sis_research/4183
https://ink.library.smu.edu.sg/context/sis_research/article/5186/viewcontent/17037_76708_1_PB.pdf
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Institution: Singapore Management University
Language: English