Answer-Set Programs for Reasoning about Counterfactual Interventions and
Responsibility Scores for Classification

Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification

21 July 2021

Leopoldo Bertossi

Papers citing "Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification"

9 / 9 papers shown

Title
CoGS: Causality Constrained Counterfactual Explanations using goal-directed ASP Sopam Dasgupta Joaquín Arias Elmer Salazar Gopal Gupta CML 16 2 0 11 Jul 2024
CFGs: Causality Constrained Counterfactual Explanations using goal-directed ASP Sopam Dasgupta Joaquín Arias Elmer Salazar Gopal Gupta 21 0 0 24 May 2024
Counterfactual Generation with Answer Set Programming Sopam Dasgupta Farhad Shakerin Joaquín Arias Elmer Salazar Gopal Gupta 14 1 0 06 Feb 2024
Counterfactual Explanation Generation with s(CASP) Sopam Dasgupta Farhad Shakerin Joaquín Arias Elmer Salazar Gopal Gupta LRM 13 0 0 23 Oct 2023
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence Leopoldo Bertossi XAI CML 23 5 0 06 Mar 2023
Answer-Set Programs for Repair Updates and Counterfactual Interventions Leopoldo Bertossi KELM AAML 12 0 0 25 Sep 2022
Reasoning about Counterfactuals and Explanations: Problems, Results and Directions Leopoldo Bertossi LRM 17 0 0 25 Aug 2021
Declarative Approaches to Counterfactual Explanations for Classification Leopoldo Bertossi 32 17 0 15 Nov 2020
Causality-based Explanation of Classification Outcomes Leopoldo Bertossi Jordan Li Maximilian Schleich Dan Suciu Zografoula Vagena XAI CML FAtt 141 46 0 15 Mar 2020