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Ahmad Reza Ehyaei
Ahmad Reza Ehyaei
Max Planck Institute for Intelligent Systems
Verified email at tuebingen.mpg.de
Title
Cited by
Cited by
Year
Robustness implies fairness in causal algorithmic recourse
AR Ehyaei, AH Karimi, B Schölkopf, S Maghsudi
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
222023
A generalized benjamini-hochberg procedure for multivariate hypothesis testing
K Alishahi, AR Ehyaei, A Shojaie
arXiv preprint arXiv:1606.02386, 2016
162016
Causal adversarial perturbations for individual fairness and robustness in heterogeneous data spaces
AR Ehyaei, K Mohammadi, AH Karimi, S Samadi, G Farnadi
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11847 …, 2024
72024
Causal fair metric: Bridging causality, individual fairness, and adversarial robustness
AR Ehyaei, G Farnadi, S Samadi
arXiv preprint arXiv:2310.19391, 2023
72023
Wasserstein distributionally robust optimization through the lens of structural causal models and individual fairness
AR Ehyaei, G Farnadi, S Samadi
Advances in Neural Information Processing Systems 37, 42430-42467, 2024
32024
Collective Counterfactual Explanations via Optimal Transport
AR Ehyaei, A Shirali, S Samadi
arXiv preprint arXiv:2402.04579, 2024
22024
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport
AR Ehyaei, G Farnadi, S Samadi
Proceedings of the AAAI Conference on Artificial Intelligence 39 (16), 16462 …, 2025
12025
Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics
AR Ehyaei, A Shirali, S Samadi
The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
12025
From Fragile to Certified: Wasserstein Audits of Group Fairness Under Distribution Shift
AR Ehyaei, G Farnadi, S Samadi
arXiv preprint arXiv:2509.26241, 2025
2025
A New Proof of FDR Control Based on Forward Filtration
A Ehyaei, K Alishahi, A Shojaie
Journal of The Iranian Statistical Society 19 (1), 59-68, 2020
2020
Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model
AR Ehyaei, G Farnadi, S Samadi
Transactions on Machine Learning Research, 0
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Articles 1–11