TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE

Documenti analoghi

• Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study
  di: Panagiotou, Emmanouil, et al.
  Pubblicazione: (2024)
• MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs
  di: Swati, Swati, et al.
  Pubblicazione: (2025)
• Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration
  di: Papanikou, Vasiliki, et al.
  Pubblicazione: (2025)
• TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees
  di: Panagiotou, Emmanouil, et al.
  Pubblicazione: (2025)
• Counterfactual Explanations for Hypergraph Neural Networks
  di: Veglianti, Fabiano, et al.
  Pubblicazione: (2026)