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Jonathan Brophy
Jonathan Brophy
Потвърден имейл адрес: cs.uoregon.edu - Начална страница
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Позовавания
Позовавания
Година
Machine unlearning for random forests
J Brophy, D Lowd
International Conference on Machine Learning, 1092-1104, 2021
1182021
Adapting and evaluating influence-estimation methods for gradient-boosted decision trees
J Brophy, Z Hammoudeh, D Lowd
Journal of Machine Learning Research 24 (154), 1-48, 2023
142023
Exit Through the Training Data: A Look into Instance-Attribution Explanations and Efficient Data Deletion in Machine Learning
J Brophy
University of Oregon, 0
8*
Instance-based uncertainty estimation for gradient-boosted regression trees
J Brophy, D Lowd
Advances in Neural Information Processing Systems 35, 11145-11159, 2022
72022
Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Sameer Singh, and Daniel Lowd. 2022
Z Xie, J Brophy, A Noack
Identifying adversarial attacks on text classifiers, 0
7
TREX: Tree-Ensemble Representer-Point Explanations
J Brophy, D Lowd
ICML'20 Workshop on Extending Explainable AI Beyond Deep Models and …, 2020
52020
Identifying adversarial attacks on text classifiers
Z Xie, J Brophy, A Noack, W You, K Asthana, C Perkins, S Reis, S Singh, ...
arXiv preprint arXiv:2201.08555, 2022
42022
Dart: Data addition and removal trees
J Brophy, D Lowd
AAAI'21 Workshop on Privacy Preserving AI (PPAI), 2021
32021
Eggs: A flexible approach to relational modeling of social network spam
J Brophy, D Lowd
AAAI'20 Workshop on Statistical Relational AI (STARAI), 2020
32020
TCAB: A Large-Scale Text Classification Attack Benchmark
K Asthana, Z Xie, W You, A Noack, J Brophy, S Singh, D Lowd
arXiv preprint arXiv:2210.12233, 2022
12022
Collective classification of social network spam
J Brophy, D Lowd
Workshops at the Thirty-First AAAI Conference on Artificial Intelligence, 2017
12017
School Shootings in the United States
J Brophy
Retrieved on July 22, 2018, 2016
12016
The Visual Representation of Sound for the Hearing Impaired
J Brophy
Cal Poly SLO, 2013
12013
Understanding and Adapting Tree Ensembles: A Training Data Perspective
J Brophy
University of Oregon, 2022
2022
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations
Z Xie, J Brophy, A Noack, W You, K Asthana, C Perkins, S Reis, ...
EMNLP'21 Workshop on Analyzing and Interpreting Neural Networks for NLP …, 2021
2021
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