Jul 2026
A Generalized-Bayes Perspective on Counterfactual Explanations: Posterior-Based Decision-Making and Evaluation
This work shows that a distance-minimization-based CE is mathematically equivalent to the maximum a posteriori estimate of a Gibbs posterior within the generalized Bayes framework, and introduces two decision rules beyond MAP within a unified framework.
Keita Kinjo
· arXiv.org · 0 citations