Equalized Generative Treatment: Matching f-divergences for Fairness in Generative Models

Alexandre Verine, Rafael Pinot, Florian Le Bronnec

Fairness is a crucial concern for generative models, which not only reflect but can also amplify societal and cultural biases. Existing fairness notions for generative models are l…