Multiple kernel learning with hybrid kernel alignment maximization

作者：

Highlights：

• The local kernel alignment between two kernels is first proposed.

• Hybrid kernel alignment combining the global and local information is designed.

• An alternative algorithm based on hybrid kernel alignment is proposed.

摘要

•The local kernel alignment between two kernels is first proposed.•Hybrid kernel alignment combining the global and local information is designed.•An alternative algorithm based on hybrid kernel alignment is proposed.

论文关键词：Multiple kernel learning,Local kernel alignment,Optimization

论文评审过程：Received 11 July 2016, Revised 20 March 2017, Accepted 7 May 2017, Available online 8 May 2017, Version of Record 15 May 2017.

论文官网地址：https://doi.org/10.1016/j.patcog.2017.05.005