1993 …2021
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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.

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Variable Selection Mathematics
Model Selection Mathematics
Penalized Regression Mathematics
Penalty Mathematics
Margin Mathematics
Pursuit Mathematics
Model-based Clustering Mathematics
Support Vector Machine Mathematics

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Projects 2006 2021

Research Output 1993 2019

Microscopy
Proteins
Learning
Computational Biology
Datasets
1 Citation (Scopus)

Constrained likelihood for reconstructing a directed acyclic Gaussian graph

Yuan, Y., Shen, X. T., Pan, W. & Wang, Z., Mar 1 2019, In : Biometrika. 106, 1, p. 109-125 17 p.

Research output: Contribution to journalArticle

Parameter estimation
Error analysis
Maximum likelihood
Computational complexity
Likelihood

Likelihood Ratio Tests for a Large Directed Acyclic Graph

Li, C., Shen, X. T. & Pan, W., Jan 1 2019, In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

Directed Acyclic Graph
Likelihood Ratio Test
Asymptotic distribution
Pathway
Chi-squared
Likelihood Inference
Maximum Likelihood
High-dimensional
Regularization
Nuisance Parameter

Smooth neighborhood recommender systems

Dai, B., Wang, J., Shen, X. T. & Qu, A., Feb 1 2019, In : Journal of Machine Learning Research. 20

Research output: Contribution to journalArticle

Recommender Systems
Recommender systems
Covariates
Alternating Least Squares
Pooling