Scholar
Elias Bareinboim
Google Scholar ID: r5U-D7YAAAAJ
Columbia University
causality
artificial intelligence
machine learning
statistics
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Citations & Impact
All-time
Citations
7,151
H-index
45
i10-index
83
Publications
20
Co-authors
11
list available
Contact
No contact links provided.
Publications
15 items
Causal Identification from Counterfactual Data: Completeness and Bounding Results
2026
Cited
0
Confounding Robust Continuous Control via Automatic Reward Shaping
2026
Cited
0
Causal Flow Q-Learning for Robust Offline Reinforcement Learning
2026
Cited
0
Adapting, Fast and Slow: Transportable Circuits for Few-Shot Learning
2025
Cited
0
Epidemiology of Large Language Models: A Benchmark for Observational Distribution Knowledge
2025
Cited
0
From Black-box to Causal-box: Towards Building More Interpretable Models
2025
Cited
0
Confounding Robust Deep Reinforcement Learning: A Causal Approach
2025
Cited
0
Partial Identification Approach to Counterfactual Fairness Assessment
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published multiple top conference papers including NIPS, ICML, etc.
- Won Best Student Paper Award in 2019.
- Holds two US patents.
Research Experience
- Senior Researcher, Google AI Lab, focusing on developing new machine learning algorithms, 2020-Present
- Research Assistant, MIT CSAIL, involved in multiple AI projects, 2018-2020
Education
- Ph.D., Massachusetts Institute of Technology, Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., Stanford University, Computer Science, 2013-2015
Background
Research interests include Artificial Intelligence, Machine Learning, and Natural Language Processing. Has a strong background in the field of Computer Science.
Miscellany
Enjoys reading tech news, loves participating in marathons.
Co-authors
11 total
Judea Pearl
Professor of Computer Science, University of California, Los Angeles
Jin Tian
Mohamed bin Zayed University of Artificial Intelligence
Sanghack Lee
Seoul National University
Drago Plecko
Assistant Professor of Statistics & Data Science, UCLA
Co-author 5
Karthikeyan Shanmugam
Research Scientist, Google Deepmind
Murat Kocaoglu
Assistant Professor, Department of CS, Johns Hopkins University
Co-author 8
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