On the Potential of Algorithm Fusion for Demographic Bias Mitigation in Face Recognition

<div>Pareto efficiency plots for different demographics. The Pareto-efficient systems are marked in green, while Pareto-inefficient systems are shown in red. The efficiency level always depends on the other systems in comparison. (a) Pareto efficiency for skin color. (b) Pareto efficiency for gender. (c) Pareto efficiency for subgroups.</div>

IET Biometrics

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Figure 5

Figure 5: On the Potential of Algorithm Fusion for Demographic Bias Mitigation in Face Recognition 