A Differentiable Distance Approximation for Fairer Image Classification

1 code implementation • 9 Oct 2022 • Nicholas Rosa, Tom Drummond, Mehrtash Harandi

We demonstrate that our approach improves the fairness of AI models in varied task and dataset scenarios, whilst still maintaining a high level of classification accuracy.

Classification Fairness +1