Judea Pearl

Joined

March 2018

Names

Judea Pearl

Emails

****@cs.ucla.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

University of California, Los Angeles (ucla.edu)

1970 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

$\epsilon$-Identifiability of Causal Quantities
Ang Li, Scott Mueller, Xin Shu, Judea Pearl
- AISTATS 2026 Poster
- Readers: Everyone
Causal Inference under Interference and Model Uncertainty
Chi Zhang, Karthika Mohan, Judea Pearl
- Published: 17 Mar 2023, Last Modified: 01 Jun 2023
- CLeaR 2023 Poster
- Readers: Everyone
Probabilities of Causation: Adequate Size of Experimental and Observational Samples
Ang Li, Ruirui Mao, Judea Pearl
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- nCSI WS @ NeurIPS 2022 Poster
- Readers: Everyone
Unit Selection: Learning Benefit Function from Finite Population Data
Ang Li, Song Jiang, Yizhou Sun, Judea Pearl
- 03 Oct 2022 (modified: 05 May 2023)
- CML4Impact
- Readers: Everyone
Causal Inference with Non-IID Data using Linear Graphical Models
Chi Zhang, Karthika Mohan, Judea Pearl
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Sensitivity Analysis of Linear Structural Causal Models
Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Estimation with Incomplete Data: The Linear Case
Karthika Mohan, Felix Thoemmes, Judea Pearl
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
Counterfactual Data-Fusion for Online Reinforcement Learners
Andrew Forney, Judea Pearl, Elias Bareinboim
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables
Bryant Chen, Judea Pearl, Elias Bareinboim
- 2016 (modified: 16 Jul 2019)
- IJCAI 2016
- Readers: Everyone
Bandits with Unobserved Confounders: A Causal Approach
Elias Bareinboim, Andrew Forney, Judea Pearl
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

View all 60 publications

Co-Authors

View all 39 co-authors