Author

Mahdi Bagheri

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Jul 2026

FairDiffuseVQVAE: Sampling-Time Fairness in Tabular Diffusion via Conditional Refinement of Vector-Quantized Latents

FairDiffuseVQVAE is introduced, a two-stage architecture that decouples fidelity from fairness that achieves the highest mean Demographic Parity Ratio and Equalized Odds Ratio and attains the lowest mean pair-wise correlation error of any published method.

N. Nagesh, Mahdi Bagheri, Amir M. Rahmani · arXiv.org · 0 citations