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11/15/2022
Model free Shapley values for high dimensional data
A model-agnostic variable importance method can be used with arbitrary p...
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05/31/2022
Variable importance without impossible data
The most popular methods for measuring importance of the variables in a ...
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05/25/2022
Deletion and Insertion Tests in Regression Models
A basic task in explainable AI (XAI) is to identify the most important f...
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05/17/2021
What makes you unique?
This paper proposes a uniqueness Shapley measure to compare the extent t...
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05/15/2021
Cohort Shapley value for algorithmic fairness
Cohort Shapley value is a model-free method of variable importance groun...
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11/01/2019