Jonathan Brophy

machine_unlearning. Existing Literature about Machine Unlearning

ibug. Instance-based uncertainty estimation for gradient-boosted regression trees

tree_influence. Influence Estimation for Gradient-Boosted Decision Trees

dare_rf. Machine Unlearning for Random Forests

instance_based_interpretability. Existing literature about training-data analysis.

trex. ICML '20 XXAI Workshop paper: "TREX: Tree-Ensemble Representer-Point Explanations."