Sara van de Geer

Statistics and Probability · 2006–2008

A researcher in the Science corpus: 2 papers; trusts 15 researchers and is trusted by 81 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 12 citations into it; #690 of 12,932 by trust here, #878 by citations
• Artificial Intelligence — 7 citations into it; #2,850 of 35,345 by trust here, #5,720 by citations
• Computational Mechanics — 6 citations into it
• Optimization & Training — 6 citations into it; #351 of 2,601 by trust here, #575 by citations
• Computer Vision and Pattern Recognition — 5 citations into it
• Control and Systems Engineering — 5 citations into it

Whom Sara van de Geer trusts overall

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

1. Robert Tibshirani
2. Paul Tseng
3. Trevor J. Hastie
4. Mee Young Park
5. Anestis Antoniadis
6. Bradley Efron
7. Gene W. Yeo
8. Sara A. van de Geer
9. Michael R. Osborne
10. A. Genkin

Who trusts Sara van de Geer overall

1. Nicolai Meinshausen
2. Paul Tseng
3. Jun Liu
4. Jianqing Fan
5. Francis R. Bach
6. Sara A. van de Geer
7. Trevor J. Hastie
8. Guillaume Obozinski
9. Peter Buhlmann
10. Kengo Kato

Papers from Sara van de Geer's perspective

Ordered by how strongly the researchers Sara van de Geer trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Ridge Regression: Biased Estimation for Nonorthogonal Problems
3. L1‐regularization path algorithm for generalized linear models
4. Large-Scale Bayesian Logistic Regression for Text Categorization (Technometrics)
5. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
6. Convergence of a Block Coordinate Descent Method for Nondifferentiable Minimization
7. A new approach to variable selection in least squares problems
8. Regularization of Wavelet Approximations
9. HIGH-DIMENSIONAL GENERALIZED LINEAR MODELS AND THE LASSO
10. Model selection and estimation in regression with grouped variables

Their papers

• The group lasso for logistic regression (2008) — 1,822 citations
• Testing against a high dimensional alternative (2006) — 261 citations