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Aug 14, 2021 · In this tutorial, we will introduce the cognitive concept and characteristics of counterfactual explanation, its computational form, mainstream ...
Aug 18, 2021 · In this tutorial, we will introduce the cognitive concept and char- acteristics of counterfactual explanation, its computational form,.
In this tutorial, we will introduce the cognitive concept and characteristics of counterfactual explanation, its computational form, mainstream methods, and ...
Duration: 57:34
Posted: Apr 18, 2023
Posted: Apr 18, 2023
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Nov 19, 2021 · In this tutorial, we will introduce the cognitive concept and characteristics of counterfactual explanation, its computational form, mainstream methods, and ...
Counterfactuals can aid the provision of interpretable models to make the decisions of inscrutable systems intelligible to developers and users.
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Abstract. Counterfactual explanation has become a popular and promising method of explaining black-box AI systems and their decisions in recent years.
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The assumption in a counterfactual explanation is that the underlying classifier would not change when the applicant applies in the future. And if the ...
Aug 5, 2021 · Counterfactuals are a human-friendly type of explanation that can actually trigger an action or a response. However, there is a need to generate ...
The AI uses a counterfactual explanation to justify the prediction and convince the user to use less fertilizer than planned.