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On the Inductive Biases of Demographic Parity-based Fair Learning
  Algorithms

On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms

28 February 2024
Haoyu Lei
Amin Gohari
Farzan Farnia
    FaML
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Papers citing "On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms"

3 / 3 papers shown
Title
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning
pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning
Haoyu Lei
Shizhan Gong
Qi Dou
Farzan Farnia
FedML
57
0
0
19 Mar 2025
Fairness-aware Class Imbalanced Learning
Fairness-aware Class Imbalanced Learning
Shivashankar Subramanian
Afshin Rahimi
Timothy Baldwin
Trevor Cohn
Lea Frermann
FaML
99
28
0
21 Sep 2021
On Maximal Correlation, Mutual Information and Data Privacy
On Maximal Correlation, Mutual Information and Data Privacy
S. Asoodeh
F. Alajaji
Tamás Linder
13
48
0
08 Oct 2015
1