Declarative Approaches to Counterfactual Explanations for Classification

Declarative Approaches to Counterfactual Explanations for Classification

15 November 2020

Leopoldo Bertossi

Papers citing "Declarative Approaches to Counterfactual Explanations for Classification"

6 / 6 papers shown

Title
Counterfactual Explanations as Plans Vaishak Belle LRM 83 2 0 13 Feb 2025
Reason to explain: Interactive contrastive explanations (REASONX) Laura State Salvatore Ruggieri Franco Turini LRM 30 1 0 29 May 2023
Reasoning about Counterfactuals and Explanations: Problems, Results and Directions Leopoldo Bertossi LRM 19 0 0 25 Aug 2021
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification Leopoldo Bertossi G. Reyes 22 9 0 21 Jul 2021
GeCo: Quality Counterfactual Explanations in Real Time Maximilian Schleich Zixuan Geng Yihong Zhang D. Suciu 46 61 0 05 Jan 2021
Causality-based Explanation of Classification Outcomes Leopoldo Bertossi Jordan Li Maximilian Schleich Dan Suciu Zografoula Vagena XAI CML FAtt 150 46 0 15 Mar 2020