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News/Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations
arxiv
PublishedMay 19, 2026 at 4:00 AM

Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations

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arXiv:2605.18422v1 Announce Type: cross Abstract: The functional ANOVA, or Hoeffding decomposition, provides a principled framework for interpretability by decomposing a model prediction into main effects and higher-order interactions. For independent inputs, this classical decomposition is explicit

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