most citedUnifying local and global model explanations by functional decomposition of low dimensional structures

7 citations · 10 across the 4 of their papers we have counts for

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stat.ML2020★ 1 cited

Random Planted Forest: a directly interpretable tree ensemble

Munir Hiabu, Enno Mammen, Joseph T. Meyer

We introduce a novel interpretable tree based algorithm for prediction in a regression setting. Our motivation is to estimate the unknown regression function from a functional deco…