Search Results for author: Andreas Gregoriades

Found 3 papers, 1 papers with code

A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations

1 code implementation2 Mar 2024 André Artelt, Andreas Gregoriades

Counterfactual explanations constitute among the most popular methods for analyzing the predictions of black-box systems since they can recommend cost-efficient and actionable changes to the input to turn an undesired system's output into a desired output.

counterfactual

"How to make them stay?" -- Diverse Counterfactual Explanations of Employee Attrition

no code implementations8 Mar 2023 André Artelt, Andreas Gregoriades

Employee attrition is an important and complex problem that can directly affect an organisation's competitiveness and performance.

counterfactual Counterfactual Explanation +1

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