Yichi Zhang

Statistics and Probability · with Laber · 2015–2019

A researcher in the Science corpus: 3 papers; trusts 36 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 38 citations into it; #7,293 of 12,932 by trust here, #6,310 by citations
• Statistical Learning Theory — 11 citations into it
• Artificial Intelligence — 9 citations into it
• Causal Inference & Discovery — 7 citations into it; #248 of 364 by trust here, #311 by citations
• Medical & Health AI — 5 citations into it
• Molecular Biology — 5 citations into it
• Pulmonary and Respiratory Medicine — 5 citations into it

Whom Yichi Zhang trusts overall

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

1. James M. Robins
2. Robert Tibshirani
3. Susan A. Murphy
4. Eric B. Laber
5. Baqun Zhang
6. Donglin Zeng
7. Ying‐Qi Zhao
8. R. Rivest
9. Yufan Zhao
10. Anastasios A. Tsiatis

Who trusts Yichi Zhang overall

1. Jesse Clifton
2. Eric B. Laber
3. Cynthia Rudin
4. Xinkun Nie
5. Ş. Ertekin
6. Emma Brunskill
7. Nathan Kallus
8. Stefan Wager

Papers from Yichi Zhang's perspective

Ordered by how strongly the researchers Yichi Zhang 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. The Elements of Statistical Learning
4. Optimal Structural Nested Models for Optimal Sequential Decisions
5. Optimal dynamic treatment regimes
6. Support-Vector Networks
7. Reinforcement Learning: An Introduction
8. A Robust Method for Estimating Optimal Treatment Regimes
9. The Nature of Statistical Learning Theory
10. Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions

Their papers

• Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes (2015) — 108 citations
• Discussion of "Entropy Learning for Dynamic Treatment Regimes" (2019) — 3 citations
• Interpretable Dynamic Treatment Regimes (2016) — 77 citations