Hammoudeh, Zayd

5 publications

AAAI 2024 Provable Robustness Against a Union of L_0 Adversarial Attacks Zayd Hammoudeh, Daniel Lowd

MLJ 2024 Training Data Influence Analysis and Estimation: A Survey Zayd Hammoudeh, Daniel Lowd

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

ICMLW 2023 Feature Partition Aggregation: A Fast Certified Defense Against a Union of $\ell_0$ Attacks Zayd Hammoudeh, Daniel Lowd

NeurIPS 2020 Learning from Positive and Unlabeled Data with Arbitrary Positive Shift Zayd Hammoudeh, Daniel Lowd