Jelena Bradic

Statistics and Probability · 2016–2017

A researcher in the Science corpus: 4 papers; trusts 90 researchers and is trusted by 11 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 105 citations into it; #3,667 of 12,932 by trust here, #6,552 by citations
• Artificial Intelligence — 34 citations into it; #12,067 of 35,345 by trust here, #25,809 by citations
• Computational Mechanics — 23 citations into it; #2,979 of 10,001 by trust here, #6,582 by citations
• Statistical Learning Theory — 22 citations into it
• Scaling & Learning Theory — 10 citations into it
• Control and Systems Engineering — 9 citations into it
• Finance — 9 citations into it
• Applied Mathematics — 8 citations into it

Whom Jelena Bradic trusts overall

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

1. Alexandre Belloni
2. Victor Chernozhukov
3. Jianqing Fan
4. Cun-Hui Zhang
5. Adel Javanmard
6. Sara A. van de Geer
7. Robert Tibshirani
8. E.J. Candes
9. Martin J. Wainwright
10. Tommaso Cai

Who trusts Jelena Bradic overall

1. Victor Chernozhukov
2. Whitney K. Newey
3. Susan Athey
4. Yinchu Zhu
5. Christian Hansen
6. James M. Robins
7. Rahul Singh
8. Guido W. Imbens
9. Pragya Sur
10. Stefan Wager

Papers from Jelena Bradic's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. The Dantzig selector: Statistical estimation when P is much larger than n
3. On Model Selection Consistency of Lasso
4. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
5. ImageNet classification with deep convolutional neural networks
6. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
7. The Adaptive Lasso and Its Oracle Properties
8. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
9. Model selection and estimation in regression with grouped variables
10. Sure independence screening for ultrahigh dimensional feature space

Their papers

• Linear Hypothesis Testing in Dense High-Dimensional Linear Models (2016) — 88 citations
• Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores (2017) — 28 citations
• Breaking the curse of dimensionality in regression (2017) — 19 citations
• : "Statistical Modeling: The Two Cultures" (Statistical Science, 2001, 16(3), 199-231)