Faisal Hamman

According to our database, Faisal Hamman authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Review of Partial Information Decomposition in Algorithmic Fairness and Explainability.

Sanghamitra Dutta, Faisal Hamman

Entropy, 2023

Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition.

Faisal Hamman, Sanghamitra Dutta

CoRR, 2023

Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees.

Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta

Proceedings of the International Conference on Machine Learning, 2023

Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity.

Faisal Hamman, Jiahao Chen, Sanghamitra Dutta

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022

Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity.

Faisal Hamman, Jiahao Chen, Sanghamitra Dutta

CoRR, 2022