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    Linear Aggregation in Tree-based Estimators by Sören R. Künzel (11928081)

    Published 2022
    “…To improve their utility for locally smooth response surfaces, we study regression trees and random forests with linear aggregation functions. We introduce a new algorithm that finds the best axis-aligned split to fit linear aggregation functions on the corresponding nodes, and we offer a quasilinear time implementation. …”
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