A survey of GPU accelerated SVM

@inproceedings{Lu2014ASO,
  title={A survey of GPU accelerated SVM},
  author={Yunmei Lu and Yun Zhu and Meng Han and Jing He and Yanqing Zhang},
  booktitle={ACM Southeast Regional Conference},
  year={2014}
}
Support Vector Machines (SVM) is a set of machine learning algorithms that have been widely used in diverse domains. As the volume of data generated by humans and machines increases year by year, the traditional training algorithms for SVM become infeasible for large scale datasets. Mathematical optimization approaches and computing parallel techniques are… CONTINUE READING