Scholar
Xinwei Shen
Google Scholar ID: 8HabyaIAAAAJ
University of Washington
Citations & Impact
Citations
815
H-index
9
i10-index
9
Publications
20
Co-authors
0
Publications
Resume
Background
- Assistant Professor in the Department of Statistics at the University of Washington
- Research lies at the intersection of statistics and machine learning
- Current focus on distributional learning using generative models to estimate complex probability distributions
- Develops methods for statistical problems involving distribution estimation, including causal inference, extrapolation, robustness to distributional shifts, dimension reduction, and diffusion models
- Interested in theoretical foundations and real-world applications, such as emulation of physical climate models