Scholar
Weihao Lu
Google Scholar ID: OWRzIyIAAAAJ
National University of Singapore
Citations & Impact
Citations
56
H-index
4
i10-index
2
Publications
8
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- Published Paper: On the Optimality of Misspecified Kernel Ridge Regression, ICML 2023
- Published Paper: The Phase Diagram of Kernel Interpolation in Large Dimensions, Biometrika
- Published Paper: On the Saturation Effects of Spectral Algorithms in Large Dimensions, NeurIPS 2024
- To appear in JMLR: Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions
- Pre-print: Optimal Rate of Kernel Regression in Large Dimensions
- Pre-print: On the Pinsker Bound of Inner Product Kernel Regression in Large Dimensions
- Honors & Awards: Peking-Tsinghua Joint Statistics Colloquium Outstanding Poster Award (May 25, 2023)
- Honors & Awards: First National Mathematics and Statistics Doctoral Academic Forum Second Prize for Academic Papers (October 16-18, 2023)
- Honors & Awards: Seventh National Statistics Doctoral Academic Forum First Prize (October 21, 2023)
- Honors & Awards: Ninth National Graduate Statistics Forum Top Ten Papers Award (November 18, 2023)
- Honors & Awards: NeurIPS 2024 Scholar Award
- Honors & Awards: AISTATS 2025 Best Reviewer Award
- Honors & Awards: NeurIPS 2025 “Reviewer : Top Reviewer” Award
Research Experience
- Research Fellow at the National University of Singapore, working with Professor Yingcun Xia.
Education
- Ph.D. from the Department of Statistics and Data Science, Tsinghua University, advised by Associate Professor Qian Lin; B.S. from the School of Mathematics and Statistics, Wuhan University.
Background
- Research interests include large-dimensional spectral algorithms, minimax rates of nonparametric regression problems, and sufficient dimension reduction. Currently a Research Fellow at the National University of Singapore.
