Yuwen Gu

Assistant Professor

Office: AUST 321
Phone: (860) 486-0694
E-Mail: yuwen.gu@uconn.edu
Personal Website

Research Interests

High-dimensional statistical analysis, variable selection, model combination, nonparametric statistics, and large-scale optimization

Selected Publications

  • (With H. Zou) 2017+. Aggregated expectile regression by exponential weighting. To appear in Statistica Sinica.
  • (With F. Jun, L. Kong, S. Ma, & H. Zou) 2017+. ADMM for high-dimensional sparse penalized quantile regression. To appear in Technometrics.
  • (With H. Zou) 2016. High-dimensional generalizations of asymmetric least squares regression and their applications. The Annals of Statistics. 44(6), 2661-2694.
  • (With A. Vélez, B. J. Linehan-Skillings, Y. Sun, & M. Bee) 2013. Pulse-number discrimination by Cope’s gray treefrog (Hyla chrysoscelis) in modulated and unmodulated noise. The Journal of the Acoustical Society of America. 134 (4): 3079-3089.