Robustness Implies Fairness in Causal Algorithmic Recourse. - Ahmad-Reza Ehyaei; Amir-Hossein Karimi; Bernhard Schölkopf; Setareh Maghsudi (FAccT, 2023)

Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness. - Ahmad-Reza Ehyaei; Golnoosh Farnadi; Samira Samadi (CoRR, 2023)

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. - Ahmad-Reza Ehyaei; Kiarash Mohammadi; Amir-Hossein Karimi; Samira Samadi; Golnoosh Farnadi (AAAI, 2024)

Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness. - Ahmad-Reza Ehyaei; Golnoosh Farnadi; Samira Samadi (NeurIPS, 2024)

Collective Counterfactual Explanations via Optimal Transport. - Ahmad-Reza Ehyaei; Ali Shirali; Samira Samadi (CoRR, 2024)

Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport. - Ahmad-Reza Ehyaei; Golnoosh Farnadi; Samira Samadi (AAAI, 2025)

Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model. - Ahmad-Reza Ehyaei; Golnoosh Farnadi; Samira Samadi (Trans. Mach. Learn. Res., 2025)