University of Minnesota
University of Minnesota
http://www.umn.edu/

Xiaotong T. Shen

Xiaotong T. Shen

School of Statistics
University of Minnesota 
Minneapolis, MN 55455

Office Phone:  (612) 624-7098
E-mail:   
xshen@umn.edu

Xiaotong T. Shen is the John Black Johnston Distinguished Professor in the College of Liberal Arts at the University of Minnesota. His areas of interest include machine learning and data science, high-dimensional inference, nonparametric and semiparametric inference, causal graphical models, personalization, recommender systems, natural language processing and text mining, and nonconvex minimization. His current research effort is devoted to the further development of causal and constrained inference, structured learning, inference for black-box learners, and scalable analysis. The targeted application areas are biomedical sciences, artificial intelligence, and engineering.


Selected recent publications (Supported by NSF and NIH grants)



Conferences/Workshops