Xiaotong T Shen

Professor, Statistics (Twin Cities)

Emailxshen@umn.edu

Research activity per year

If you made any changes in Pure these will be visible here soon.

Personal profile

Expertise related to UN SDGs

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

Research Interest Keywords

Machine Learning and Data Science

Fingerprint

The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

6 Similar Profiles

Network

Recent external collaboration on country level. Dive into details by clicking on the dots.

4 Active
9 Finished

Shen:FRG: Collaborative Research: Generative Learning on Unstructured Data with Applications to Natural Language Processing and Hyperlink Prediction
Shen, X. T.
National Science Foundation
7/1/20 → 6/30/23
Project: Research project
Estimation and Inference of Gene Regulatory Networks
Shen, X. T., Albert, F. W. & Pan, W.
NIH NIGMS NATL INST OF GENERAL
9/15/17 → 8/31/21
Project: Research project
Collaborative Research: Collaborative learning for multi
Shen, X. T.
National Science Foundation
7/1/17 → 6/30/21
Project: Research project
Genetic Association and Personalized Medicine
Pan, W., Connett, J. E. & Shen, X. T.
National Institutes of Health
7/1/15 → 4/30/21
Project: Research project
Collaborative Research: Video interpretation and descrip
Shen, X. T.
National Science Foundation
9/1/17 → 8/31/20
Project: Research project

148 Article
6 Comment/debate
5 Conference contribution
2 Chapter
More

Daily evening melatonin prolongs survival among patients with advanced non-small-cell lung cancer
Grutsch, J., Hrushesky, W., Lis, C., Levin, R., Birdsall, T., Wood, P., Huff, D. F., Reynolds, J., Pearl, D., Shen, X., Gupta, D. & Blask, D., 2021, (Accepted/In press) In: Biological Rhythm Research.
Research output: Contribution to journal › Article › peer-review

Open Access
A new semiparametric approach to finite mixture of regressions using penalized regression via fusion
Austin, E., Pan, W. & Shen, X., Apr 2020, In: Statistica Sinica. 30, 2, p. 783-807 25 p.
Research output: Contribution to journal › Article › peer-review
1 Scopus citations
A regularization-based adaptive test for high-dimensional generalized linear models
Wu, C., Xu, G., Shen, X. & Pan, W., Jun 2020, In: Journal of Machine Learning Research. 21
Research output: Contribution to journal › Article › peer-review
Coupled Generation
Dai, B., Shen, X. & Wong, W., 2020, (Accepted/In press) In: Journal of the American Statistical Association.
Research output: Contribution to journal › Article › peer-review
Discussion of “From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation”
Shen, X. & Huang, H. C., Jan 2 2020, In: Journal of the American Statistical Association. 115, 529, p. 152-156 5 p.
Research output: Contribution to journal › Comment/debate › peer-review