{
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  "affiliations": [
    "Roman Hornung is Senior Research Fellow, LMU Munich, Faculty of Medicine, Institute for Medical Information Processing, Biometry and Epidemiology, Munich Center for Machine Learning (MCML), Munich, Germany",
    "Malte Nalenz was Senior Research Fellow at the LMU Munich, Department of Statistics, Munich, Germany, while doing this work",
    "Lennart Schneider is Research Fellow, LMU Munich, Department of Statistics, Munich Center for Machine Learning (MCML), Munich, Germany",
    "Andreas Bender is Senior Research Fellow, LMU Munich, Department of Statistics, Munich Center for Machine Learning (MCML), Munich, Germany",
    "Ludwig Bothmann is Senior Research Fellow, LMU Munich, Department of Statistics, Munich Center for Machine Learning (MCML), Munich, Germany",
    "Florian Dumpert is head of the Section for Artificial Intelligence and Big Data, Federal Statistical Office of Germany, Wiesbaden, Germany",
    "Bernd Bischl is Professor, LMU Munich, Department of Statistics, Munich Center for Machine Learning (MCML), Munich, Germany",
    "Thomas Augustin is Professor, LMU Munich, Department of Statistics, Munich, Germany",
    "Anne-Laure Boulesteix is Professor, LMU Munich, Faculty of Medicine, Institute for Medical Information Processing, Biometry and Epidemiology, Munich Center for Machine Learning (MCML), Munich, Germany"
  ],
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  "bibtex": "https://research.draconitic.com/paper/dbez0scepke09.bib",
  "cited_by": 6,
  "doi": "10.1214/25-sts984",
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  "landing_url": "http://arxiv.org/abs/2310.15108",
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  "pdf_url": "https://arxiv.org/pdf/2310.15108",
  "pmcid": null,
  "pmid": null,
  "published": "2026-07-31",
  "publisher": "Institute of Mathematical Statistics",
  "ris": "https://research.draconitic.com/paper/dbez0scepke09.ris",
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  "title": "Evaluating Machine Learning Models in Nonstandard Settings: An Overview and New Findings",
  "title_text": "Evaluating Machine Learning Models in Nonstandard Settings: An Overview and New Findings",
  "type": "peer-reviewed",
  "updated_at": "2026-11-06T13:20:22Z",
  "url": "https://research.draconitic.com/paper/dbez0scepke09",
  "venue": "Statistical Science",
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