Följ
Faisal Hamman
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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
132023
Demystifying local and global fairness trade-offs in federated learning using information theory
F Hamman, S Dutta
Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023
52023
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
Demystifying local and global fairness trade-offs in federated learning using partial information decomposition
F Hamman, S Dutta
arXiv preprint arXiv:2307.11333, 2023
22023
A Review of Partial Information Decomposition in Algorithmic Fairness and Explainability
S Dutta, F Hamman
Entropy 25 (5), 795, 2023
12023
An Entropic Risk Measure for Robust Counterfactual Explanations
E Noorani, F Hamman, S Dutta
2023
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Artiklar 1–6