research
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09/04/2023
Hidden variables unseen by Random Forests
Random Forests are widely claimed to capture interactions well. However,...
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08/12/2022
Unifying local and global model explanations by functional decomposition of low dimensional structures
We consider a global explanation of a regression or classification funct...
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07/25/2022
Optimal Convergence Rates of Deep Neural Networks in a Classification Setting
We establish optimal convergence rates up to a log-factor for a class of...
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01/26/2022
Local linear smoothing in additive models as data projection
We discuss local linear smooth backfitting for additive non-parametric m...
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12/29/2020