Transductive Non-linear Semantic Embedding for Multi-class Classification

Jorge A. Vanegas,Viviana Beltrán,Hugo Jair Escalante,Fabio A. González

Pattern Recognition Letters（2019）

引用 3|浏览24

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摘要

•A novel method for semi-supervised learning based on kernel matrix factorization.•Efficient and scalable method thanks to online learning and learning in a budget.•The method exhibits a competitive performance when compared to the state of the art.

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关键词

Semantic representation,Semi-supervised learning,Transductive learning,Learning on a budget,Multi-class classification

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