#counterfactual explanations
Counterfactual Explanations: 2 AI articles covering counterfactual explanations news, analysis, and research
Articles
PACE: A Neuro-Symbolic Framework for Plausible and Actionable⭐7
PACE proposes a neuro-symbolic framework for counterfactual explanations, combining neural prediction with symbolic constraints to generate more realistic
A Definition of Good Explanations and the Challenges of⭐9
This article defines a "good explanation" using counterfactuals and prior beliefs, then discusses key challenges in applying this definition to large