7 citations · 9 across the 13 of their papers we have counts for
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cs.LG2022★ 7 cited
Unifying local and global model explanations by functional decomposition of low dimensional structures
Munir Hiabu, Joseph T. Meyer, Marvin N. Wright
We consider a global representation of a regression or classification function by decomposing it into the sum of main and interaction components of arbitrary order. We propose a ne…
math.ST2022
Local linear smoothing in additive models as data projection
Munir Hiabu, Enno Mammen, Joseph T. Meyer
We discuss local linear smooth backfitting for additive non-parametric models. This procedure is well known for achieving optimal convergence rates under appropriate smoothness con…