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tree-based ensemble

5 papers

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Co-occurring keywords · papers mentioning both

ensemble method (3) tree-based method (2) feature selection (2) ensemble learning (2) feature relevance (1) subgroup robustness (1) counterfactual explanation (1) tabular data (1) fair machine learning (1) random forest (1)

Papers

Robust Counterfactual Explanations for Tree-Based Ensembles ICML 2022 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation NeurIPS 2022 Random Rotation Ensembles JMLR 2016 Understanding variable importances in forests of randomized trees NeurIPS 2013 Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination JMLR 2009