FairTabDDPM

New FairDiffuseVQVAE model enhances synthetic data fairness without sacrificing quality

Researchers have developed FairDiffuseVQVAE, a novel two-stage architecture for generating synthetic tabular data that decouples data fidelity from fairness. The first stage uses a vector-quantized autoencoder for recon…