When causality meets fairness: a survey

DOI10.1016/j.jlamp.2024.101000MaRDI QIDQ6615565

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

Publication date: 8 October 2024

Published in: Journal of Logical and Algebraic Methods in Programming (Search for Journal in Brave)

zbMATH Keywords

fairnesscausalitymachine learningcounterfactualcausal inferenceintervention

Mathematics Subject Classification ID

Computer science (68-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Matching methods for causal inference: a review and a look forward
• A data-driven software tool for enabling cooperative information sharing among police departments
• Fairness through awareness
• Recursive partitioning for heterogeneous causal effects
• The central role of the propensity score in observational studies for causal effects
• Statistics and Causal Inference
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs

This page was built for publication: When causality meets fairness: a survey

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6615565)