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variance decomposition

7 papers

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Co-occurring keywords · papers mentioning both

functional anovum (2) dimensionality reduction (2) variance analysis (1) interaction effect (1) functional principal component analysis (1) active domain adaptation (1) heteroscedastic data (1) conditional vae (1) heteroscedastic functional data (1) structure preserving intervention (1)

Papers

Feature Attribution for Deep Learning Models through Total Variance Decomposition MIDL 2025 Evidential Uncertainty Quantification: A Variance-Based Perspective WACV 2024 Quantifying intrinsic causal contributions via structure preserving interventions AISTATS 2024 What Causes the Test Error? Going Beyond Bias-Variance via ANOVA JMLR 2021 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 MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019