Research area
Explainable AI
Models whose decisions can be understood, audited, and trusted.
Faculty
Elias Bareinboim
Steering Committee
Associate Professor, Computer Science. Research: Causality, Explainable AI, Reinforcement Learning.
John Hewitt
Steering Committee
Assistant Professor, Computer Science. Research: Deep Learning, Explainable AI, Natural Language.
Carl Vondrick
Steering Committee
Associate Professor, Computer Science. Research: Agents, Deep Learning, Explainable AI, Robotics, Vision.
Richard Zemel
Steering Committee
Professor, Computer Science. Research: Deep Learning, Explainable AI, Statistical ML.
Genevera Allen
Affiliate Faculty
Professor, Statistics. Research: Explainable AI, Statistical ML.
Smaranda Muresan
Affiliate Faculty
Associate Professor, Computer Science. Research: Explainable AI, Natural Language.
Kaveri Thakoor
Affiliate Faculty
Assistant Professor, Ophthalmology. Research: Vision, Explainable AI, Deep Learning.
Xuhai 'Orson' Xu
Affiliate Faculty
Assistant Professor, Biomedical Informatics. Research: Agents, Bioinformatics, Deep Learning, Explainable AI.
Postdoctoral Researchers
Milad Alshomary
Postdoctoral Researcher, Computer Science. Advised by Smaranda Muresan, Kathy McKeown. Research: Natural Language, Explainable AI.
Yoonhaeng Hur
Postdoctoral Researcher, Statistics. Advised by Genevera Allen. Research: Causality, Explainable AI, ML Theory, Statistical ML.
Inwoo Hwang
Postdoctoral Researcher, Computer Science. Advised by Elias Bareinboim. Research: Causality, Explainable AI, Reinforcement Learning.
PhD Students
Etowah Adams
PhD Student, Systems Biology. Advised by Mohammed AlQuraishi. Research: Bioinformatics, Explainable AI.
Nicolas Beltran-Velez
PhD Student, Computer Science, Statistics. Advised by David Blei. Research: Probabilistic ML, Explainable AI.
Judah Goldfeder
PhD Student, Computer Science. Advised by Hod Lipson. Research: Agents, Deep Learning, Explainable AI, ML Theory, Reinforcement Learning, Robotics, Vision.
Sweta Karlekar
PhD Student, Computer Science, Statistics. Advised by David Blei. Research: Natural Language, Explainable AI.
Aparajita Kashyap
PhD Student, Biomedical Informatics. Advised by Shalmali Joshi, Noemie Elhadad. Research: Explainable AI.
Yuta Kobayashi
PhD Student, Biomedical Informatics. Advised by Shalmali Joshi. Research: Bioinformatics, Explainable AI.
Kai-Zhan Lee
PhD Student, Computer Science. Advised by Elias Bareinboim. Research: Causality, Explainable AI.
Robin Linzmayer
PhD Student, Computer Science. Advised by Noemie Elhadad. Research: Explainable AI, Natural Language.
Arkadiy Saakyan
PhD Student, Computer Science. Advised by Smaranda Muresan. Research: Natural Language, Explainable AI.
Matthew Shen
PhD Student, Statistics. Advised by David Blei. Research: Causality, Explainable AI, Probabilistic ML, Statistical ML.
Melanie Subbiah
PhD Student, Computer Science. Advised by Kathy McKeown. Research: Natural Language, Explainable AI.
Tianyi Lorena Yan
PhD Student, Computer Science. Advised by John Hewitt. Research: Explainable AI, Natural Language.
Weiliang Zhao
PhD Student, Computer Science. Advised by Zhou Yu. Research: Natural Language, Explainable AI.
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