Wei Sun

Assistant Professor

  • 111 Citations
20122018
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Fingerprint Dive into the research topics where Wei Sun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Clustering Mathematics
Marketing Engineering & Materials Science
High-dimensional Mathematics
Tensors Engineering & Materials Science
Classifier Mathematics
Tensor Decomposition Mathematics
Variable Selection Mathematics
High-dimensional Data Mathematics

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Research Output 2012 2018

  • 111 Citations
  • 8 Article
  • 3 Conference contribution
  • 2 Conference article

Simultaneous clustering and estimation of heterogeneous graphical models

Hao, B., Sun, W., Liu, Y. & Cheng, G., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-58 58 p.

Research output: Contribution to journalArticle

Conditional Expectation
Graphical Models
High-dimensional
Clustering
Cancer

Sketching method for large scale combinatorial inference

Sun, W., Lu, J. & Liu, H., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10598-10607 10 p.

Research output: Contribution to journalConference article

Screening
Testing
1 Citation (Scopus)

Sparse Convex Clustering

Wang, B., Zhang, Y., Sun, W. & Fang, Y., Apr 3 2018, In : Journal of Computational and Graphical Statistics. 27, 2, p. 393-403 11 p.

Research output: Contribution to journalArticle

Clustering
Clustering Methods
Convex Relaxation
Lasso
K-means Clustering

Stability enhanced large-margin classifier selection

Sun, W., Cheng, G. & Liu, Y., Jan 1 2018, In : Statistica Sinica. 28, 1, p. 1-25 25 p.

Research output: Contribution to journalArticle

Margin
Classifier
Generalization Error
Selection Principles
Subset
11 Citations (Scopus)

Provable sparse tensor decomposition

Sun, W., Lu, J., Liu, H. & Cheng, G., Jun 1 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 3, p. 899-916 18 p.

Research output: Contribution to journalArticle

Tensor Decomposition
High-dimensional
Tensor
Decomposition Method
Decompose