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Scott Mueller
Scott Mueller
Verified email at cs.ucla.edu
Title
Cited by
Cited by
Year
Causes of effects: Learning individual responses from population data
S Mueller, A Li, J Pearl
arXiv preprint arXiv:2104.13730, 2021
442021
Personalized decision making–A conceptual introduction
S Mueller, J Pearl
Journal of Causal Inference 11 (1), 20220050, 2023
272023
Causal inference in AI education: A primer
A Forney, S Mueller
Journal of Causal Inference 10 (1), 141-173, 2022
122022
Which Patients are in Greater Need: A counterfactual analysis with reflections on COVID-19
S Mueller, J Pearl
Causal analysis in theory and practice, 2020
62020
Epsilon-identifiability of causal quantities
A Li, S Mueller, J Pearl
arXiv preprint arXiv:2301.12022, 2023
32023
Estimating Individualized Causes of Effects by Leveraging Population Data
SA Mueller
University of California, Los Angeles, 2021
22021
Perspective on ‘Harm’in Personalized Medicine–An Alternative Perspective
S Mueller, J Pearl
12023
Monotonicity: Detection, Refutation, and Ramification
S Mueller, J Pearl
12023
Fréchet inequalities–visualization, applications, and history
S Mueller, J Pearl
12019
The phenomenology of action and the problem of free will
SA Mueller
The Florida State University, 2010
12010
Learning Causes of Effects and Individual Responses from Population Data and Bayesian Networks
S Mueller, A Li, J Pearl
2024
Causal AI Framework for Unit Selection in Optimizing Electric Vehicle Procurement
C Zhang, A Li, S Mueller, R Iliev
2nd Workshop on Sustainable AI, 2024
2024
Cognitive Systems Laboratory, Department of Computer Science, University of California, Los Angeles, Los Angeles, California, USA.{angli, scott, judea}@ cs. ucla. edu
A Li, S Mueller, J Pearl
2023
Causal inference in AI education: A primer
S Mueller, A Forney
2022
Combining experimental and observational studies to estimate individual treatment effects: applications to customer journey optimization
ANG LI, S MUELLER, CHI ZHANG
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