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

Documenti analoghi

• Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation
  di: Sikder, Md Fahim, et al.
  Pubblicazione: (2024)
• FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability
  di: Sikder, Md Fahim, et al.
  Pubblicazione: (2024)
• Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks
  di: Ramachandranpillai, Resmi, et al.
  Pubblicazione: (2024)
• TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers
  di: Sikder, Md Fahim, et al.
  Pubblicazione: (2023)
• FairTabGen: High-Fidelity and Fair Synthetic Health Data Generation from Limited Samples
  di: Nagesh, Nitish, et al.
  Pubblicazione: (2025)