A Differentiable Distance Approximation for Fairer Image Classification

Nicholas Rosa, Tom Drummond, Mehrtash Harandi

Naively trained AI models can be heavily biased. This can be particularly problematic when the biases involve legally or morally protected attributes such as ethnic background, age…