Peter Radchenko

Statistics and Probability · 2006–2015

A researcher in the Science corpus: 7 papers; trusts 55 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 88 citations into it; #2,554 of 12,932 by trust here, #3,102 by citations
• Artificial Intelligence — 29 citations into it; #11,186 of 35,345 by trust here, #21,316 by citations
• Computational Mechanics — 24 citations into it; #2,992 of 10,001 by trust here, #5,157 by citations
• Statistical Learning Theory — 23 citations into it
• Optimization & Training — 22 citations into it
• Control and Systems Engineering — 18 citations into it
• Applied Mathematics — 12 citations into it
• Computer Vision and Pattern Recognition — 9 citations into it

Whom Peter Radchenko trusts overall

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

1. Trevor J. Hastie
2. Robert Tibshirani
3. E.J. Candes
4. Nicolai Meinshausen
5. Hui Zou
6. Jerome H. Friedman
7. David L. Donoho
8. Bradley Efron
9. Dimitris J. Bertsimas
10. Gareth M. James

Who trusts Peter Radchenko overall

1. Tong Zhang
2. Gareth M. James
3. Soumyadeep Chatterjee
4. Lingzhou Xue
5. K. McGoff
6. Javad Azizi
7. Sheng Chen
8. Stephen Becker
9. Avishy Carmi
10. Arindam Banerjee

Papers from Peter Radchenko's perspective

Ordered by how strongly the researchers Peter Radchenko 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. Atomic Decomposition by Basis Pursuit
4. The Elements of Statistical Learning
5. High-dimensional graphs and variable selection with the Lasso
6. © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
7. PATHWISE COORDINATE OPTIMIZATION
8. On Model Selection Consistency of Lasso
9. [Least Angle Regression]: Discussion
10. Addendum: Regularization and variable selection via the elastic net

Their papers

• DASSO: connections between the Dantzig selector and lasso (2009) — 196 citations
• A generalized Dantzig selector with shrinkage tuning (2009) — 83 citations
• Nonlinear least-squares estimation (2006) — 53 citations
• Functional additive regression (2015) — 145 citations
• The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization (2015) — 42 citations
• Improved variable selection with Forward-Lasso adaptive shrinkage (2011) — 50 citations
• Sure independence screening for ultrahigh dimensional feature space Discussion (2008) — 358 citations