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Faisal Hamman
Faisal Hamman
University of Maryland, College park.
umd.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Robust counterfactual explanations for neural networks with probabilistic guarantees
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta
International Conference on Machine Learning, 12351-12367, 2023
152023
Demystifying local and global fairness trade-offs in federated learning using partial information decomposition
F Hamman, S Dutta
arXiv preprint arXiv:2307.11333, 2023
8*2023
Can querying for bias leak protected attributes? achieving privacy with smooth sensitivity
F Hamman, J Chen, S Dutta
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
42023
A Review of Partial Information Decomposition in Algorithmic Fairness and Explainability
S Dutta, F Hamman
Entropy 25 (5), 795, 2023
12023
Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta
IEEE Journal on Selected Areas in Information Theory, 2024
2024
An Entropic Risk Measure for Robust Counterfactual Explanations
E Noorani, F Hamman, S Dutta
2023
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–6