Provable Boolean Interaction Recovery from Tree Ensemble obtained via Random Forests

23 February 2021

Papers citing "Provable Boolean Interaction Recovery from Tree Ensemble obtained via Random Forests"

5 / 5 papers shown

Title
Hidden Variables unseen by Random Forests Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 49 0 0 19 Jun 2024
On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation M. D. Cattaneo Jason M. Klusowski Peter M. Tian 23 4 0 19 Nov 2022
$Random Forest Weighted Local Fr\échet Regression with Random Objects$ Random Forest Weighted Local Fr\échet Regression with Random Objects Rui Qiu Zhou Yu Ruoqing Zhu 31 4 0 10 Feb 2022
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds Yan Shuo Tan Abhineet Agarwal Bin Yu 19 10 0 18 Oct 2021
Unbiased variable importance for random forests Markus Loecher FAtt 55 53 0 04 Mar 2020