Research area

Causality

Causal inference, causal discovery, and the design of experiments.

Faculty

Elias Bareinboim Steering Committee Associate ProfessorComputer Science Research Causality · Explainable AI · Reinforcement Learning Associate Professor, Computer Science. Research: Causality, Explainable AI, Reinforcement Learning.

David Blei Steering Committee ProfessorComputer Science, Statistics Research Causality · Probabilistic ML · Statistical ML Professor, Computer Science, Statistics. Research: Causality, Probabilistic ML, Statistical ML.

Anish Agarwal SEAS Faculty Assistant ProfessorIEOR Research Agents · Causality · Reinforcement Learning · Statistical ML Assistant Professor, IEOR. Research: Agents, Causality, Reinforcement Learning, Statistical ML.

Yuqi Gu Affiliate Faculty Assistant ProfessorStatistics Research Probabilistic ML · Causality · Statistical ML Assistant Professor, Statistics. Research: Probabilistic ML, Causality, Statistical ML.

Christopher Harshaw Affiliate Faculty Assistant ProfessorStatistics Research Causality · ML Theory Assistant Professor, Statistics. Research: Causality, ML Theory.

Garud Iyengar SEAS Faculty ProfessorIEOR Research Causality · Optimization · Statistical ML Professor, IEOR. Research: Causality, Optimization, Statistical ML.

Shalmali Joshi Affiliate Faculty Assistant ProfessorBiomedical Informatics Research Bioinformatics · Causality · Deep Learning · Probabilistic ML · Reinforcement Learning Assistant Professor, Biomedical Informatics. Research: Bioinformatics, Causality, Deep Learning, Probabilistic ML, Reinforcement Learning.

Roshni Sahoo Affiliate Faculty Assistant ProfessorDecision, Risk, and Operation Research Causality · Deep Learning · Statistical ML Assistant Professor, Decision, Risk, and Operation. Research: Causality, Deep Learning, Statistical ML.

Kaizheng Wang SEAS Faculty Assistant ProfessorIEOR Research Causality · Optimization · Statistical ML Assistant Professor, IEOR. Research: Causality, Optimization, Statistical ML.

Lily Xu SEAS Faculty Assistant ProfessorIEOR Research Causality · Optimization · Reinforcement Learning Assistant Professor, IEOR. Research: Causality, Optimization, Reinforcement Learning.

Postdoctoral Researchers

Yoonhaeng Hur Postdoctoral ResearcherStatistics Advised by Genevera Allen Research Causality · Explainable AI · ML Theory · Statistical ML Postdoctoral Researcher, Statistics. Advised by Genevera Allen. Research: Causality, Explainable AI, ML Theory, Statistical ML.

IH Inwoo Hwang Postdoctoral ResearcherComputer Science Advised by Elias Bareinboim Research Causality · Explainable AI · Reinforcement Learning Postdoctoral Researcher, Computer Science. Advised by Elias Bareinboim. Research: Causality, Explainable AI, Reinforcement Learning.

AZ Aaron Zweig Postdoctoral FellowBiomedical Engineering Advised by Elham Azizi Research Bioinformatics · Causality · Deep Learning Postdoctoral Fellow, Biomedical Engineering. Advised by Elham Azizi. Research: Bioinformatics, Causality, Deep Learning.

PhD Students

TA Tara Anand PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

AE Adiba Ejaz PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

Jacob Feitelberg PhD StudentIEOR Advised by Anish Agarwal Research Statistical ML · Causality PhD Student, IEOR. Advised by Anish Agarwal. Research: Statistical ML, Causality.

Shreyas Havaldar PhD StudentComputer Science Advised by Elias Bareinboim Research Causality · Deep Learning · Natural Language PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality, Deep Learning, Natural Language.

JH Justin Hong PhD StudentComputer Science Advised by Elham Azizi Research Bioinformatics · Causality · Probabilistic ML PhD Student, Computer Science. Advised by Elham Azizi. Research: Bioinformatics, Causality, Probabilistic ML.

KJ Kasra Jalaldoust PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

Zilin Jing PhD StudentBiomedical Informatics Advised by Shalmali Joshi Research Bioinformatics · Causality PhD Student, Biomedical Informatics. Advised by Shalmali Joshi. Research: Bioinformatics, Causality.

SK Seok-Jin Kim PhD StudentIEOR Advised by Kaizheng Wang Research Statistical ML · Causality PhD Student, IEOR. Advised by Kaizheng Wang. Research: Statistical ML, Causality.

KL Kai-Zhan Lee PhD StudentComputer Science Advised by Elias Bareinboim Research Causality · Explainable AI PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality, Explainable AI.

ML Mingxuan Li PhD StudentComputer Science Advised by Elias Bareinboim Research Causality · Reinforcement Learning PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality, Reinforcement Learning.

AM Aurghya Maiti PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

YP Yushu Pan PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

AR Arvind Raghavan PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

Saeyoung Rho PhD StudentComputer Science Advisors Vishal Misra · Rachel Cummings Research Causality · Probabilistic ML · Statistical ML PhD Student, Computer Science. Advised by Vishal Misra, Rachel Cummings. Research: Causality, Probabilistic ML, Statistical ML.

Dwaipayan Saha PhD StudentIEOR Advised by Anish Agarwal Research Reinforcement Learning · Causality · Statistical ML PhD Student, IEOR. Advised by Anish Agarwal. Research: Reinforcement Learning, Causality, Statistical ML.

Matthew Shen PhD StudentStatistics Advised by David Blei Research Causality · Explainable AI · Probabilistic ML · Statistical ML PhD Student, Statistics. Advised by David Blei. Research: Causality, Explainable AI, Probabilistic ML, Statistical ML.

BW Bohan Wu PhD StudentComputer Science, Statistics Advised by David Blei Research Probabilistic ML · Causality · Statistical ML PhD Student, Computer Science, Statistics. Advised by David Blei. Research: Probabilistic ML, Causality, Statistical ML.

KX Kevin Xia PhD StudentComputer Science Advised by Elias Bareinboim Research Causality · Deep Learning PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality, Deep Learning.

HY Hongshuo Yang PhD StudentComputer Science Advised by Elias Bareinboim Research Causality PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality.

MZ Mingxuan Zhang PhD StudentSystems Biology Advised by Elham Azizi Research Bioinformatics · Causality · Probabilistic ML PhD Student, Systems Biology. Advised by Elham Azizi. Research: Bioinformatics, Causality, Probabilistic ML.

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Research Areas

01Agents 02Bioinformatics 03Causality 04Deep Learning 05Explainable AI 06Graphics 07ML Theory 08Natural Language 09Optimization 10Probabilistic ML 11Reinforcement Learning 12Robotics 13Statistical ML 14Vision