Judea Pearl
University of California, Los Angeles
H-index: 120
North America-United States
Top articles of Judea Pearl
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Unit selection with nonbinary treatment and effect | Proceedings of the AAAI Conference on Artificial Intelligence | Ang Li Judea Pearl | 2024/3/24 |
Learning Causes of Effects and Individual Responses from Population Data and Bayesian Networks | Scott Mueller Ang Li Judea Pearl | 2024/1/28 | |
Probabilities of causation: Role of observational data | Ang Li Judea Pearl | 2023/4/11 | |
Package ‘cfid’ | I Shpitser J Pearl Santtu Tikka | 2023/11/27 | |
Epsilon-identifiability of causal quantities | arXiv preprint arXiv:2301.12022 | Ang Li Scott Mueller Judea Pearl | 2023/1/27 |
Causal Inference under Interference and Model Uncertainty | Chi Zhang Karthika Mohan Judea Pearl | 2023/8/10 | |
Comments on Nick Huntington–Klein's review ‘Pearl before economists: The Book of Why and empirical economics’ | Journal of Economic Methodology | Judea Pearl | 2023/1/2 |
Perspective on ‘Harm’in Personalized Medicine–An Alternative Perspective | Scott Mueller Judea Pearl | 2023/8 | |
Monotonicity: Detection, Refutation, and Ramification | Scott Mueller Judea Pearl | 2023/8 | |
Causal Inference with Non-IID Data under Model Uncertainty | Proceedings of Machine Learning Research vol TBD | Chi Zhang Karthika Mohan Judea Pearl | 2023 |
Personalized decision making–A conceptual introduction | Journal of Causal Inference | Scott Mueller Judea Pearl | 2023/4/19 |
Cognitive Systems Laboratory, Department of Computer Science, University of California, Los Angeles, Los Angeles, California, USA.{angli, scott, judea}@ cs. ucla. edu | Ang Li Scott Mueller Judea Pearl | 2023/1 | |
The Solution for the | Probabilistic and Causal Inference: The Works of Judea Pearl | Judea Pearl | 2022/3/10 |
Comment: Understanding | Probabilistic and Causal Inference: The Works of Judea Pearl | Judea Pearl | 2022/3/10 |
Causation and decision: On Dawid’s “Decision theoretic foundation of statistical causality” | Judea Pearl | 2022/9/16 | |
System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning | Judea Pearl | 2022/2/28 | |
Probabilistic evaluation of counterfactual queries | Alexander Balke Judea Pearl | 2022/2/28 | |
Causal inference with non-iid data using linear graphical models | Advances in Neural Information Processing Systems | Chi Zhang Karthika Mohan Judea Pearl | 2022/12/6 |
Comment: understanding Simpson’s paradox | Judea Pearl | 2022/2/28 | |
Graphical Models for | Probabilistic and Causal Inference: The Works of Judea Pearl | Recovering Probabilistic Missing Data Karthika Mohan Judea Pearl | 2022/3/10 |
