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Causality-based Explanation of Classification Outcomes
We propose a simple definition of an explanation for the outcome of a classifier based on concepts from causality.
Declarative Statistical Modeling with Datalog
By virtue of extending Datalog, our framework offers a natural integration with the database, and has a robust declarative semantics.
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