Brophy, Jonathan

3 publications

JMLR 2023 Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd

NeurIPS 2022 Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees Jonathan Brophy, Daniel Lowd

ICML 2021 Machine Unlearning for Random Forests Jonathan Brophy, Daniel Lowd