Xiaohui Chen

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Visiting Scholar
Institute for Data, Systems, and Society (IDSS)
Massachusetts Institute of Technology
Email: xiaohui@mit.edu
Office: E17-457

Associate Professor
Department of Statistics
University of Illinois at Urbana-Champaign
Email: xhchen@illinois.edu
My webpage at UIUC

Research interests

I am broadly interested in high-dimensional and nonparametric statistics, machine learning, and optimization for analyzing large-scale and complex data.

High-dimensional probability and statistics

Nonparametric statistics, empirical processes

Machine learning, signal processing

Time series analysis

I am an Associate Editor of The Canadian Journal of Statistics (2019 January-Present).

Some recent papers