Jonathan Brophy

Jonathan Brophy

University of Oregon - Eugene / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 5701333
person_outline Jonathan Brophy's MOST POPULAR ARTICLES
1-) Machine unlearning for random forestsJ Brophy, D LowdInternational Conference on Machine Learning, 1092-1104, 20211372021
2-) Adapting and evaluating influence-estimation methods for gradient-boosted decision treesJ Brophy, Z Hammoudeh, D LowdJournal of Machine Learning Research 24 (154), 1-48, 2023182023
3-) Instance-based uncertainty estimation for gradient-boosted regression treesJ Brophy, D LowdAdvances in Neural Information Processing Systems 35, 11145-11159, 202292022
4-) Exit Through the Training Data: A Look into Instance-Attribution Explanations and Efficient Data Deletion in Machine LearningJ BrophyUniversity of Oregon, 08*
5-) TREX: Tree-Ensemble Representer-Point ExplanationsJ Brophy, D LowdICML\'20 Workshop on Extending Explainable AI Beyond Deep Models and …, 202072020