I investigated one recently published approach to addressing algorithmic bias. I built a facial detection model that learns the latent variables underlying face image datasets and uses this to adaptively re-sample the training data, thus mitigating any biases that may be present in order to train a debiased model.
zsrabbani / debiasing-facial-detection-systems Goto Github PK
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