Ehyaei, Ahmad-Reza

5 publications

TMLR 2025 Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model Ahmad Reza Ehyaei, Golnoosh Farnadi, Samira Samadi

NeurIPS 2025 Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics Ahmad Reza Ehyaei, Ali Shirali, Samira Samadi

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

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

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