Ahmad-Reza Ehyaei

According to our database, Ahmad-Reza Ehyaei authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Collective Counterfactual Explanations via Optimal Transport.

Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi

CoRR, 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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness.

Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi

CoRR, 2023

Robustness Implies Fairness in Causal Algorithmic Recourse.

Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023