Takip et
Ahmad Ehyaei
Ahmad Ehyaei
Max Planck Institute for Intelligent Systems
tuebingen.mpg.de üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
162023
A generalized benjamini-hochberg procedure for multivariate hypothesis testing
K Alishahi, AR Ehyaei, A Shojaie
arXiv preprint arXiv:1606.02386, 2016
152016
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
42024
Causal fair metric: Bridging causality, individual fairness, and adversarial robustness
AR Ehyaei, G Farnadi, S Samadi
arXiv preprint arXiv:2310.19391, 2023
42023
Collective Counterfactual Explanations via Optimal Transport
AR Ehyaei, A Shirali, S Samadi
arXiv preprint arXiv:2402.04579, 2024
12024
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
2024
Robustness Implies Fairness in Causal Algorithmic Recourse
S Maghsudi, B Schoelkopf, AH Karimi, AR Ehyaei
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
2023
A New Proof of FDR Control Based on Forward Filtration
A Ehyaei, K Alishahi, A Shojaei
Journal of The Iranian Statistical Society 19 (1), 59-68, 2022
2022
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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