Xiaohui Chen

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Personal profile

Personal profile

2019-Present: Associate Professor, Department of Statistics, University of Illinois at Urbana-Champaign.

2019-2020: Visiting Faculty, Institute for Data, Systems, and Society (IDSS), Massachusetts Institute of Technology.

2013-2019: Assistant Professor, Department of Statistics, University of Illinois at Urbana-Champaign.

Research Interests

High-dimensional and nonparametric statistics
Time series analysis
Machine learning and signal processing

Education

PhD, Electrical and Computer Engineering, University of British Columbia, 2013

Honors & Awards

Simons Fellowship in Mathematics (2020-2021)
Associate, Center for Advanced Study, UIUC (2020-2021)
ICSA Outstanding Young Researcher Award (2019)
NSF CAREER Award (2018)
Arnold O. Beckman Award, University of Illinois (2018)

Grants

Office Address

104 A Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820

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Research Output

  • 18 Article
  • 4 Conference contribution
  • 1 Conference article
  • Jackknife multiplier bootstrap: finite sample approximations to the U-process supremum with applications

    Chen, X. & Kato, K., Apr 1 2020, In : Probability Theory and Related Fields. 176, 3-4, p. 1097-1163 67 p.

    Research output: Contribution to journalArticle

  • Scenario analysis of non-pharmaceutical interventions on global COVID-19 transmissions

    Chen, X. & Qiu, Z., Apr 20 2020, In : Covid Economics, Vetted and Real-Time Papers. 7, p. 46-67

    Research output: Contribution to journalArticle

  • Approximating high-dimensional infinite-order U-statistics: Statistical and computational guarantees

    Song, Y., Chen, X. & Kato, K., Jan 1 2019, In : Electronic Journal of Statistics. 13, 2, p. 4794-4848 55 p.

    Research output: Contribution to journalArticle

    Open Access
  • Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series

    Xu, M., Chen, X. & Wu, W. B., Dec 31 2019, In : Entropy. 22, 1, 55.

    Research output: Contribution to journalArticle

    Open Access