conftrace_

distributional random forest

3 papers

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Also known as

DRF

Co-occurring keywords

conditional distribution (64) mmd distance (1) recursive feature elimination (4) bootstrap approximation (1) causal graph (140) ground truth (39) confidence region (15) variable importance (23) maximum mean discrepancy (164) nonparametric regression (111)

Papers

MMD-based Variable Importance for Distributional Random Forest AISTATS 2024
$\texttt{causalAssembly}$: Generating Realistic Production Data for Benchmarking Causal Discovery CLEAR 2024
Confidence and Uncertainty Assessment for Distributional Random Forests JMLR 2023