Ahmad-Reza Ehyaei

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Causal Relationships

Causal Inferences

Heterogeneous Data

Top Venues

Publications

Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. AAAI (2024)
Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi
Collective Counterfactual Explanations via Optimal Transport. CoRR (2024)
Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi
Robustness Implies Fairness in Causal Algorithmic Recourse. FAccT (2023)
Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. CoRR (2023)
Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi
Robustness Implies Fairness in Causal Algorithmic Recourse. CoRR (2023)
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness. CoRR (2023)