CoGS generates causally compliant counterfactual explanations and intervention paths using s(CASP) and FOLD-SE rules, demonstrated on three UCI datasets.
Bertossi (2020): An ASP-Based Approach to Counterfactual Explanations for C lassifica- tion
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Generating Causally Compliant Counterfactual Explanations using ASP
CoGS generates causally compliant counterfactual explanations and intervention paths using s(CASP) and FOLD-SE rules, demonstrated on three UCI datasets.