Optimal Information Retention for Time-Series Explanations
Jinghang Yue, Jing Wang, Lu Zhang, Shuo Zhang, Da Li, Zhaoyang Ma, Youfang Lin. (2025). "Optimal Information Retention for Time-Series Explanations." ICML 2025.
CV
Education
- Ph.D. in Computer Science and Technology, Beijing Jiaotong University, 2023 – Present (expected 2027)
- Advisor: Prof. Youfang Lin
- School of Computer Science and Technology
- M.S. in Electronic and Information Engineering, Lanzhou Jiaotong University, 2020 – 2023
- School of Electronic and Information Engineering
- B.S., China University of Geoscience, 2015 – 2019
- School of Mathematics and Physics
Research Interests
- Machine Learning Interpretability
- Time-Series Analysis
- Information Theory
- Deep Learning