Asynchronous Parallel, Sparse Approximated SVRG for High-Dimensional Machine Learning

Author:

Shang Fanhua1,Huang Hua2,Fan Jun3,Liu Yuanyuan4,Liu Hongying5,Liu Jianhui6

Affiliation:

1. Department of Computer Science and Engineering, The Chinese University of Hong Kong, 26451 Hong Kong, Hong Kong, Hong Kong, (e-mail: shangfanhua@hotmail.com)

2. School of Artificial Intelligence, Xidian University, 47905 Xian, Shaanxi, China, (e-mail: huanghua1115@outlook.com)

3. Institute of Mathematics, Hebei University of Technology, 12606 Tianjin, Tianjin, China, (e-mail: fanjunmath@hotmail.com)

4. Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong, 26451 Hong Kong, Hong Kong, Hong Kong, (e-mail: liuyuanyuan0917@hotmail.com)

5. School of Artificial Intelligence, Xidian University, 47905 Xian, Shaanxi, China, (e-mail: hyliu@xidian.edu.cn)

6. School of Artificial Intelligence, Xidian University, 47905 Xian, Shaanxi, China, (e-mail: liujianhui@stu.xidian.edu.cn)

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems

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