Rui Song

Statistics and Probability · with Liang · 2018

A researcher in the Science corpus: 1 paper; trusts 7 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 9 citations into it

Whom Rui Song trusts overall

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

1. Robert Tibshirani
2. Susan A. Murphy
3. Min Qian
4. Michael Grant

Papers from Rui Song's perspective

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

1. Regression Shrinkage and Selection via the Lasso
2. Estimating Individualized Treatment Rules Using Outcome Weighted Learning
3. Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
4. A Robust Method for Estimating Optimal Treatment Regimes
5. SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
6. 1-norm Support Vector Machines
7. Optimal dynamic treatment regimes
8. PERFORMANCE GUARANTEES FOR INDIVIDUALIZED TREATMENT RULES
9. Dynamic treatment regimes.
10. Penalized Q-Learning for Dynamic Treatment Regimens

Their papers

• Sparse concordance-assisted learning for optimal treatment decision (2018) — 31 citations