Philippe Saint-Pierre

Molecular Biology · 2013–2014

A researcher in the Science corpus: 2 papers; trusts 34 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 14 citations into it; #5,720 of 17,773 by trust here, #12,465 by citations
• Artificial Intelligence — 12 citations into it
• Statistics and Probability — 12 citations into it; #5,723 of 12,932 by trust here, #8,740 by citations
• Computer Vision and Pattern Recognition — 6 citations into it; #10,364 of 21,575 by trust here, #14,151 by citations
• Evaluation & Benchmarks — 6 citations into it
• Statistical Learning Theory — 6 citations into it

Whom Philippe Saint-Pierre trusts overall

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

1. Leo Breiman
2. Robert Tibshirani
3. Isabelle M Guyon
4. David L. Donoho
5. Marco Sandri
6. Trevor J. Hastie
7. Aixia Guo
8. Michael R. Chernick
9. Gérard Biau
10. Ramón Díaz-Uriarte

Who trusts Philippe Saint-Pierre overall

1. Aaron Fisher
2. Cynthia Rudin
3. Francesca Dominici
4. Giles Hooker
5. Tomasz Górecki

Papers from Philippe Saint-Pierre's perspective

Ordered by how strongly the researchers Philippe Saint-Pierre trusts endorse each paper. Same corpus, a different order for every researcher.

1. Regression Shrinkage and Selection via the Lasso
2. Bagging Predictors
3. Random Forests
4. Model selection and estimation in regression with grouped variables
5. Ideal spatial adaptation by wavelet shrinkage
6. An Introduction to Variable and Feature Selection
7. Gene Selection for Cancer Classification using Support Vector Machines
8. Consistency of Random Forests
9. Consistency of Random Forests and Other Averaging Classifiers
10. Functional Data Analysis

Their papers

• Grouped variable importance with random forests and application to multiple functional data analysis (2014) — 140 citations
• Correlation and variable importance in random forests (2013) — 996 citations