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Author search results
Likely matches
- Judea Pearl
University of California, Los Angeles, CA, USA
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Publication search results
found 298 matches
- 2023
- Ang Li, Scott Mueller, Judea Pearl:
Epsilon-Identifiability of Causal Quantities. CoRR abs/2301.12022 (2023) - 2022
- Ang Li, Judea Pearl:
Unit Selection with Causal Diagram. AAAI 2022: 5765-5772 - Ang Li, Judea Pearl:
Bounds on Causal Effects and Application to High Dimensional Data. AAAI 2022: 5773-5780 - Scott Mueller, Ang Li, Judea Pearl:
Causes of Effects: Learning Individual Responses from Population Data. IJCAI 2022: 2712-2718 - Chi Zhang, Karthika Mohan, Judea Pearl:
Causal Inference with Non-IID Data using Linear Graphical Models. NeurIPS 2022 - Scott Mueller, Judea Pearl:
Personalized Decision Making - A Conceptual Introduction. CoRR abs/2208.09558 (2022) - Ang Li, Judea Pearl:
Probabilities of Causation with Nonbinary Treatment and Effect. CoRR abs/2208.09568 (2022) - Ang Li, Judea Pearl:
Unit Selection with Nonbinary Treatment and Effect. CoRR abs/2208.09569 (2022) - Ang Li, Ruirui Mao, Judea Pearl:
Probabilities of Causation: Adequate Size of Experimental and Observational Samples. CoRR abs/2210.05027 (2022) - Ang Li, Judea Pearl:
Unit Selection: Case Study and Comparison with A/B Test Heuristic. CoRR abs/2210.05030 (2022) - Ang Li, Song Jiang, Yizhou Sun, Judea Pearl:
Unit Selection: Learning Benefit Function from Finite Population Data. CoRR abs/2210.08203 (2022) - Ang Li, Song Jiang, Yizhou Sun, Judea Pearl:
Learning Probabilities of Causation from Finite Population Data. CoRR abs/2210.08453 (2022) - Ang Li, Judea Pearl:
Probabilities of Causation: Role of Observational Data. CoRR abs/2210.08874 (2022) - 2021
- Chi Zhang, Carlos Cinelli, Bryant Chen, Judea Pearl:
Exploiting Equality Constraints in Causal Inference. AISTATS 2021: 1630-1638 - Scott Mueller, Ang Li, Judea Pearl:
Causes of Effects: Learning individual responses from population data. CoRR abs/2104.13730 (2021) - Ang Li, Judea Pearl:
Bounds on Causal Effects and Application to High Dimensional Data. CoRR abs/2106.12121 (2021) - Ang Li, Judea Pearl:
Unit Selection with Causal Diagram. CoRR abs/2109.07556 (2021) - 2020
- Norman E. Fenton, Martin Neil, Anthony C. Constantinou:
The Book of Why: The New Science of Cause and Effect, Judea Pearl, Dana Mackenzie. Basic Books (2018). Artif. Intell. 284: 103286 (2020) - Karamjit S. Gill:
Pearl, Judea and Mackenzie, Dana: The book of why: the new science of cause and effect (2018). AI Soc. 35(3): 767-768 (2020) - Chi Zhang, Bryant Chen, Judea Pearl:
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models. AAAI 2020: 10318-10325 - 2019
- Joseph Y. Halpern
:
The Book of Why, Judea Pearl. Basic Books (2018). Artif. Intell. 277 (2019) - Judea Pearl:
The seven tools of causal inference, with reflections on machine learning. Commun. ACM 62(3): 54-60 (2019) - Judea Pearl:
What is Causal Inference? AAAI Spring Symposium: Interpretable AI for Well-being 2019 - Judea Pearl:
The new science of cause and effect, with reflections on data science and artificial intelligence. IEEE BigData 2019: 4 - Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim:
Sensitivity Analysis of Linear Structural Causal Models. ICML 2019: 1252-1261 - Ang Li, Judea Pearl:
Unit Selection Based on Counterfactual Logic. IJCAI 2019: 1793-1799 - 2018
- Karthika Mohan, Felix Thoemmes, Judea Pearl:
Estimation with Incomplete Data: The Linear Case. IJCAI 2018: 5082-5088 - Karthika Mohan, Judea Pearl:
Consistent Estimation given Missing Data. PGM 2018: 284-295 - Judea Pearl:
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. WSDM 2018: 3 - Judea Pearl:
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. CoRR abs/1801.04016 (2018)
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retrieved on 2023-05-29 02:14 CEST from data curated by the dblp team
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