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January 01, 2025 conference-paper Open access Aachen paper

Beyond the Single-Best Model: Rashomon Partial Dependence Profile for Trustworthy Explanations in AutoML

Lecture notes in computer science, pp. 445–459

DOI: 10.1007/978-3-032-05461-6_29 Full text (OA) OpenAlex

Authors 2

  1. Jan N. van Rijn Aachen Leiden Institute of Advanced Computer Science

    Leiden University

    Affiliation as printed

    Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

  2. Przemysław Biecek

    University of Warsaw · Warsaw University of Technology

    Affiliation as printed

    Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland

    Informatics and Mechanics, Faculty of Mathematics, University of Warsaw, Warsaw, Poland

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References 20

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