Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation

Md Fahim Sikder, Daniel de Leng, Fredrik Heintz

This work presents Fair4Free, a novel generative model to generate synthetic fair data using data-free distillation in the latent space. Fair4Free can work on the situation when th…