Vincent Q. Vu

Computational Mechanics · 2012

A researcher in the Science corpus: 1 paper; trusts 19 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Computational Mechanics — 10 citations into it; #4,324 of 10,001 by trust here, #6,287 by citations
• Statistics and Probability — 10 citations into it; #5,963 of 12,932 by trust here, #7,165 by citations
• Signal Processing — 5 citations into it

Whom Vincent Q. Vu trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Bin Yu
2. Robert Tibshirani
3. Ming Yuan
4. Haipeng Shen
5. Hui Zou
6. Trevor J. Hastie
7. Pascal Massart
8. Daniela M. Witten
9. Michel Journée
10. Yi Lin

Who trusts Vincent Q. Vu overall

1. Tommaso Cai
2. Fang Han
3. Zhao Ren
4. Han Liu
5. Mengjie Chen
6. Jing Lei
7. Yudong Chen
8. Markus Reiß
9. Harrison H. Zhou
10. Chao Gao

Papers from Vincent Q. Vu's perspective

Ordered by how strongly the researchers Vincent Q. Vu trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Model selection and estimation in regression with grouped variables
3. High-dimensional graphs and variable selection with the Lasso
4. Sparse principal component analysis via regularized low rank matrix approximation
5. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
6. Sparse Principal Component Analysis
7. Addendum: Regularization and variable selection via the elastic net
8. Atomic Decomposition by Basis Pursuit
9. Spline Models for Observational Data
10. Analysis of a complex of statistical variables into principal components.

Their papers

• MINIMAX SPARSE PRINCIPAL SUBSPACE ESTIMATION IN HIGH DIMENSIONS (2012) — 209 citations