| 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 | 22 | 2023 |
| A generalized benjamini-hochberg procedure for multivariate hypothesis testing K Alishahi, AR Ehyaei, A Shojaie arXiv preprint arXiv:1606.02386, 2016 | 16 | 2016 |
| 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 | 7 | 2024 |
| Causal fair metric: Bridging causality, individual fairness, and adversarial robustness AR Ehyaei, G Farnadi, S Samadi arXiv preprint arXiv:2310.19391, 2023 | 7 | 2023 |
| 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 | 3 | 2024 |
| Collective Counterfactual Explanations via Optimal Transport AR Ehyaei, A Shirali, S Samadi arXiv preprint arXiv:2402.04579, 2024 | 2 | 2024 |
| 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 | 1 | 2025 |
| 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 | 1 | 2025 |
| 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 | | |
Samira SamadiResearch Group Leader. Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
