Provides a syntactic dichotomy result showing that pairs of causality-based attribution scores always induce compatible tuple rankings for certain queries but not others, with exogenous tuples as a key factor.
MIT Press, 2016
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
verdicts
UNVERDICTED 2roles
background 1polarities
background 1representative citing papers
Establishes conceptual connections between consistency-based diagnosis and actual causality to advance explainable AI.
citing papers explorer
-
Causality-Based Scores Alignment in Explainable Data Management
Provides a syntactic dichotomy result showing that pairs of causality-based attribution scores always induce compatible tuple rankings for certain queries but not others, with exogenous tuples as a key factor.
-
Reconciling Consistency-Based Diagnosis with Actual-Causality-Based Explanations
Establishes conceptual connections between consistency-based diagnosis and actual causality to advance explainable AI.