Elias Bareinboim
Impact in
- Statistics and Probability top 0.5%
- Advanced Causal Inference Techniques
- Statistical Methods and Inference
- Statistical Methods and Bayesian Inference
- Statistical Methods in Clinical Trials
- Artificial Intelligence top 2%
- Bayesian Modeling and Causal Inference
- Explainable Artificial Intelligence (XAI)
- Machine Learning and Algorithms
Papers in
-
- Bayesian Modeling and Causal Inference 38
- Machine Learning and Algorithms 22
- Reinforcement Learning in Robotics 8
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- Advanced Causal Inference Techniques 29
- Statistical Methods and Inference 15
- Statistical Methods and Bayesian Inference 5
- Co-authors
- Judea Pearl (20 shared papers)Jin Tian (12 shared papers)Junzhe Zhang (6 shared papers)Sanghack Lee (9 shared papers)Andrew Forney (3 shared papers)Paul Hünermund (1 shared paper)Karthikeyan Shanmugam (3 shared papers)Murat Kocaoglu (3 shared papers)
- Journals
- Proceedings of the National Academy of Sciences (1 paper)Bioinformatics (1 paper)Econometrics Journal (1 paper)ACM Transactions on Intelligent Systems and Technology (1 paper)Uncertainty in Artificial Intelligence (3 papers)
- Partner nations
- United StatesHong KongBrazil
In The Last Decade
Elias Bareinboim
72 papers receiving 1.6k citations
Elias Bareinboim's Hit Papers
Peers
Comparison fields: 5 of 142
- Statistics and Probability 685
- Artificial Intelligence 758
- Management Science and Operations Research 189
- Health Informatics 18
- Safety Research 101
Countries citing papers authored by Elias Bareinboim
This map shows the geographic impact of Elias Bareinboim's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Elias Bareinboim with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Elias Bareinboim more than expected).
Fields of papers citing papers by Elias Bareinboim
This network shows the impact of papers produced by Elias Bareinboim. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Elias Bareinboim. The network helps show where Elias Bareinboim may publish in the future.
Co-authors
The 25 scholars most cited alongside Elias Bareinboim, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 78 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Causal inference and the data-fusion problem Hit paper breakdown → | 2016 | 351 |
| 2 | External validity: From do-calculus to transportability across populations | 2013 | 241 |
| 3 | 2013 | 109 | |
| 4 | 2011 | 104 | |
| 5 | 2018 | 101 | |
| 6 | 2011 | 67 | |
| 7 | 2014 | 60 | |
| 8 | Bandits with unobserved confounders: a causal approach | 2015 | 34 |
| 9 | 2011 | 31 | |
| 10 | 2015 | 25 | |
| 11 | Transportability from Multiple Environments with Limited Experiments: Completeness Results | 2014 | 25 |
| 12 | 2023 | 23 | |
| 13 | 2017 | 23 | |
| 14 | 2010 | 22 | |
| 15 | Meta-Transportability of Causal Effects: A Formal Approach | 2013 | 22 |
| 16 | 2022 | 22 | |
| 17 | 2018 | 21 | |
| 18 | 2021 | 19 | |
| 19 | 2020 | 19 | |
| 20 | Counterfactual Data-Fusion for Online Reinforcement Learners. | 2017 | 18 |
About Elias Bareinboim
Elias Bareinboim is a scholar working on Artificial Intelligence, Statistics and Probability, Management Science and Operations Research, Economics and Econometrics and Control and Systems Engineering, having authored 78 papers that have together received 1.7k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (38 papers), Advanced Causal Inference Techniques (29 papers), Machine Learning and Algorithms (22 papers), Statistical Methods and Inference (15 papers), Reinforcement Learning in Robotics (8 papers), Advanced Bandit Algorithms Research (8 papers), Statistical Methods and Bayesian Inference (5 papers) and Health Systems, Economic Evaluations, Quality of Life (4 papers). The work is most often cited by research in Statistics and Probability (685 citations), Artificial Intelligence (758 citations), Management Science and Operations Research (189 citations), Health Informatics (18 citations) and Safety Research (101 citations). Elias Bareinboim has collaborated with scholars based in United States, Hong Kong and Brazil. Frequent co-authors include Judea Pearl, Jin Tian, Junzhe Zhang, Sanghack Lee, Andrew Forney, Paul Hünermund, Karthikeyan Shanmugam, Murat Kocaoglu, Jiji Zhang and Daniel Kumor. Their work appears in journals such as Proceedings of the National Academy of Sciences, Bioinformatics, Econometrics Journal, ACM Transactions on Intelligent Systems and Technology and Uncertainty in Artificial Intelligence.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.