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functional anovum

6 papers

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Co-occurring keywords · papers mentioning both

variance decomposition (2) hyperparameter importance (2) combinatorial problem (1) interaction effect (1) functional anova decomposition (1) interaction discovery (1) hilbert space regression (1) hyperparameter setting (1) kernel methods (1) conditional vae (1)

Papers

Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory AISTATS 2025 PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces IJCAI 2023 The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear Time JMLR 2023 Neural Decomposition: Functional ANOVA with Variational Autoencoders AISTATS 2020 Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models AISTATS 2020 An Efficient Approach for Assessing Hyperparameter Importance ICML 2014