Research output per year
Research output per year
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
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Central limit theorems for high dimensional dependent data
Chang, J., Chen, X. & Wu, M., Feb 2024, In: Bernoulli. 30, 1, p. 712-742 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
STATISTICALLY OPTIMAL K-MEANS CLUSTERING VIA NONNEGATIVE LOW-RANK SEMIDEFINITE PROGRAMMING
Zhuang, Y., Chen, X., Yang, Y. & Zhang, R. Y., 2024.Research output: Contribution to conference › Paper › peer-review
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Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data
Zhuang, Y., Chen, X. & Yang, Y., 2023, In: Proceedings of Machine Learning Research. 202, p. 43326-43346 21 p.Research output: Contribution to journal › Conference article › peer-review
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Stratified incomplete local simplex tests for curvature of nonparametric multiple regression
Song, Y., Chen, X. & Kato, K., 2023, In: Bernoulli. 29, 1, p. 323-349 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A robust bootstrap change point test for high-dimensional location parameter
Yu, M. & Chen, X., 2022, In: Electronic Journal of Statistics. 16, 1, p. 1096-1152 57 p.Research output: Contribution to journal › Article › peer-review
Open Access