OLLAWV: OnLine Learning Algorithm using Worst-Violators.

Gabriella Melki,Vojislav Kecman,Sebastián Ventura,Alberto Cano

Applied Soft Computing（2018）

引用 22|浏览2

暂无评分

摘要

•Novel stochastic learning algorithm for solving the L1-SVM problem is proposed.•Unique method for identifying and updating worst-violators is devised and derived.•Novel stopping criteria utilizing worst-violator identification is designed.•OLLAWV outperforms competing methods in terms of accuracy, scalability, and complexity.

查看译文

关键词

Machine learning,Online learning,Support vector machines,Worst-violators,Stochastic gradient descent

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要