An ASP-Based Approach to Counterfactual Explanations for Classification

An ASP-Based Approach to Counterfactual Explanations for Classification

28 April 2020

Leopoldo Bertossi

Papers citing "An ASP-Based Approach to Counterfactual Explanations for Classification"

7 / 7 papers shown

Title
Generating Causally Compliant Counterfactual Explanations using ASP Sopam Dasgupta CML 89 0 0 13 Feb 2025
Learning Actionable Counterfactual Explanations in Large State Spaces Keziah Naggita Matthew R. Walter Avrim Blum OffRL 33 0 0 25 Apr 2024
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
Declarative Approaches to Counterfactual Explanations for Classification Leopoldo Bertossi 34 17 0 15 Nov 2020
Score-Based Explanations in Data Management and Machine Learning Leopoldo Bertossi FAtt XAI 16 4 0 24 Jul 2020
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