LCBM: A Multi-view Probabilistic Model for Multi-label Classification.

IEEE Transactions on Pattern Analysis and Machine Intelligence(2021)

引用 25|浏览69
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摘要
Multi-label classification is an important research topic in machine learning, for which exploiting label dependencies is an effective modeling principle. Recently, probabilistic models have shown great potential in discovering dependencies among labels. In this paper, motivated by the recent success of multi-view learning to improve the generalization performance, we propose a novel multi-view pr...
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关键词
Probabilistic logic,Task analysis,Prediction algorithms,Support vector machines,Kernel,Training,Semantics
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