Search Results for author: Chunxi Ji

Found 2 papers, 0 papers with code

A New Class of Explanations for Classifiers with Non-Binary Features

no code implementations28 Apr 2023 Chunxi Ji, Adnan Darwiche

We show that these explanations can be significantly improved in the presence of non-binary features, leading to a new class of explanations that relay more information about decisions and the underlying classifiers.

counterfactual Counterfactual Explanation

On the Computation of Necessary and Sufficient Explanations

no code implementations20 Mar 2022 Adnan Darwiche, Chunxi Ji

In this paper, we refer to the prime implicates of a complete reason as necessary reasons for the decision.

counterfactual

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