Publications

DART: Data Addition and Removal Trees. Jonathan Brophy and Daniel Lowd. AAAI 2021 Workshop on Privacy-Preserving AI (PPAI), 2021. Virtual.
TREX: Tree-Ensemble Representer-Point Explanations. Jonathan Brophy and Daniel Lowd. ICML 2020 Workshop on Extending Explainable AI Beyond Deep Models and Classifiers (XXAI), 2020. Virtual.
EGGS: A Flexible Approach to Relational Modeling of Social Network Spam. Jonathan Brophy and Daniel Lowd. AAAI 2020 Workshop on Statistical Relational Learning in AI (STARAI), 2020. New York, NY.
Collective Classification of Social Network Spam. Jonathan Brophy and Daniel Lowd. AAAI 2017 Workshop on Artificial Intelligence and Cyber Security (AICS), 2017. San Francisco, CA.