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variance decomposition

7 papers

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Co-occurring keywords

functional anovum (5) dimensionality reduction (720) variance analysis (31) interaction effect (5) functional principal component analysis (9) active domain adaptation (16) heteroscedastic datum (3) conditional vae (3) multiscale analysis (4) heteroscedastic functional datum (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
Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models AISTATS 2020
Neural Decomposition: Functional ANOVA with Variational Autoencoders AISTATS 2020
MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019