Evolving Explanations: Complexity-Adaptive Refinement of Faithful Explanations for Symbolic Regression

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@InProceedings{Mayrhuber:2026:ECXAI,

• author = "Elisabeth Mayrhuber and Ting Hu and Stephan Winkler",
• title = "Evolving Explanations: Complexity-Adaptive Refinement of Faithful Explanations for Symbolic Regression",
• booktitle = "Evolutionary Computing and Explainable Artificial Intelligence (ECXAI)",
• year = "2026",
• editor = "Jaume Bacardit and Alexander Brownlee and Stefano Cagnoni and Martin Fyvie and Giovanni Iacca and David Walker",
• address = "Trento, Italy",
• month = "29 " # aug,
• keywords = "genetic algorithms, genetic programming, PySR, Evolutionary Computation, Explainable Artificial Intelligence, XAI, Symbolic Regression, Large Language Models, LLM, AI",
• URL = "https://ecxai.github.io/ecxai/ppsn2026/PPSN-ECXAI_2026_paper_2.pdf",
• size = "14 pages",
• notes = "https://ecxai.github.io/ecxai/workshop-ppsn-2026.html Workshop on Evolutionary Computing and Explainable AI @PPSN 2026",

}

Genetic Programming entries for Elisabeth Mayrhuber Ting Hu Stephan M Winkler

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