Concepedia

Elias Bareinboim

EB

53

Publications

2.6K

Citations

26

H-Index

2010

Active since

Affiliations

Purdue University West Lafayette(Current)

University of California, Los Angeles

Columbia University

Iowa State University

IBM (United States)

Elias Bareinboim is an author at Purdue University West Lafayette specializing in causal inference, engineering, and statistics.

Top concepts

Causal InferenceCausal ReasoningEngineeringStatisticsData ScienceStatistical InferencePublic HealthAutomated ReasoningComputer ScienceBias

Publications per year

2010–2024

53

Publications

53

Causal inference and the data-fusion problem

Elias Bareinboim, Judea Pearl · Proceedings of the National Academy of Sciences · 2016 · 594 citations · Full text

Causal Model, Cross-population Biases, Engineering +12

A General Algorithm for Deciding Transportability of Experimental Results

Elias Bareinboim, Judea Pearl · Journal of Causal Inference · 2013 · 203 citations · Full text

Generalizability Theory, Field Experiment, Optimal Experimental Design +23

Fairness in Decision-Making — The Causal Explanation Formula

Junzhe Zhang, Elias Bareinboim · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 193 citations · Full text

Behavioral Decision Making, Ai Designer, Law +19

Transportability of Causal and Statistical Relations: A Formal Approach

Judea Pearl, Elias Bareinboim · 2011 · 179 citations

Engineering, Formal Approach, Passive Observations +22

Recovering from Selection Bias in Causal and Statistical Inference

Elias Bareinboim, Jin Tian, Judea Pearl · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 90 citations · Full text

Bias Detection, Engineering, Selection Bias +11

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