#counterfactual explanations
topiccounterfactual explanations
2 papers · 1 filter
cs.LG2026
Class-Aware Reinforcement Learning for Counterfactual Explanation Generation
Muhammad Adil Saleem, Syed Ali Raza, Mary-Anne Williams
The paper investigates adding the predicted class of an instance to the reinforcement‑learning state representation for generating counterfactual explanations, showing that this cl…
cs.LG2026
Counterfactuals for Feature-Weighted Clustering
Richard J. Fawley, Renato Cordeiro de Amorim
The paper proposes VoICE, a framework that generates counterfactual explanations for feature‑weighted k‑means clustering by projecting points onto weighted Voronoi regions of targe…