Education
- 2018.09 - 2022.06 Undergraduate, Chongqing Normal University
- 2022.09 - 2024.06 Master's, Chongqing University Advisor: Hu Yang
- 2024.09 - now PhD Student, Chongqing University Advisor: Hu Yang
Research Interests
- Robust support vector machines (SVMs) and kernel-based learning methods
- Machine learning with noisy or corrupted data
- Large-scale optimization
Papers
- Bounded quantile loss for robust support vector machines-based classification and regression
- Robust support vector machine based on the bounded asymmetric least squares loss function and its applications in noise corrupted data
- Valley-loss multiple birth support vector machine for multi-class classification
Projects
- SupportVectorLab — An advanced toolkit for support vector machines in R.
Contact Me
Email: zhangjiaqi957957@outlook.com
ORCID: 0009-0002-7162-637X