Sophie Lambert-Lacroix

Statistics and Probability · 2001–2021

A researcher in the Science corpus: 3 papers; trusts 18 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 40 citations into it; #9,423 of 12,932 by trust here, #11,487 by citations
• Artificial Intelligence — 18 citations into it
• Optimization & Training — 6 citations into it
• Control and Systems Engineering — 5 citations into it; #5,674 of 8,257 by trust here, #7,501 by citations

Whom Sophie Lambert-Lacroix trusts overall

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

1. Hui Zou
2. Robert Tibshirani
3. Hansheng Wang
4. Bernard Walter Silverman
5. Jianqing Fan
6. David L. Donoho
7. Trevor J. Hastie
8. Runze Li
9. Luc Devroye
10. Jerome H. Friedman

Who trusts Sophie Lambert-Lacroix overall

1. Patricia Reynaud-Bouret
2. Evarist Gin'e
3. Chengzhou Tang
4. Vincent Rivoirard
5. Richard Nickl
6. Chaoqiang Zhao
7. Iro Laina
8. Ping Tan

Papers from Sophie Lambert-Lacroix's perspective

Ordered by how strongly the researchers Sophie Lambert-Lacroix 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. Addendum: Regularization and variable selection via the elastic net
4. Estimating the Dimension of a Model
5. Asymptotics for lasso-type estimators
6. The Adaptive Lasso and Its Oracle Properties
7. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
8. High-dimensional graphs and variable selection with the Lasso
9. On Model Selection Consistency of Lasso
10. Regularization of Wavelet Approximations

Their papers

• The BerHu penalty and the grouped effect (2012) — 92 citations
• Random forests for global sensitivity analysis: A selective review (2021) — 307 citations
• On minimax density estimation on R (2001) — 69 citations