Xiaowu Dai
E-mail: xwdai@berkeley.edu
Welcome!
I am a postdoctoral researcher at the University of California Berkeley, working with Professor Michael Jordan (Stats, CS), Professor Lexin Li (Biostats), and Professor Robert Anderson (Econ).
Previously, I received my Ph.D. in Statistics from the University of Wisconsin-Madison, advised by Professor Grace Wahba.
I am joining the Department of Statistics at UCLA as an Assistant Professor in the summer of 2022.
Education
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University of Wisconsin-Madison, Madison, WI
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Ph.D. Statistics, 2019.
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M.S. Computer Sciences, 2018.
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M.S. Mathematics, 2015.
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Shanghai Jiao Tong University, Shanghai, China
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B.S. Mathematics, 2014, with First Class Honors.
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Contact
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Department of Economics, 530 Evans Hall # 3880
University of California, Berkeley
Berkeley, CA 94720-3880, USA
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E-mail: xwdai@berkeley.edu
Research Interests [Papers]
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Machine Learning and Economics: Stability, Fairness, Incentives.
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Statistical Inference in Dynamic Systems: Kernel ODE, ODE inference, SGD dynamics.
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High-Dimensional Nonparametric Inference: Double machine learning, Knockoffs, FDR control.
- Brain Imaging Analysis and Biomedical Research: Multi-modality analysis, Neuroimaging, Cardiovascular disease.