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MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data (Q6609086)

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scientific article; zbMATH DE number 7917008
Language Label Description Also known as
English
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data
scientific article; zbMATH DE number 7917008

    Statements

    title
    MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data (English)
    0 references
    author
    Annabelle Redelmeier
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    Martin Jullum
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    Kjersti Aas
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    Anders Løland
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    publication date
    20 September 2024
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    zbMATH Keywords
    explainable AI
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    counterfactual explanations
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    Gower distance
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    conditional distribution
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    Identifiers

    Mathematics Subject Classification ID
    68T01
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    62H30
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    65C05
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    68T09
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    zbMATH DE Number
    7917008
    0 references
     
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