Hard to forget: Poisoning attacks on certified machine unlearning NG Marchant, BIP Rubinstein, S Alfeld Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7691-7700, 2022 | 56 | 2022 |
Vortices and vortex lattices in quantum ferrofluids AM Martin, NG Marchant, DHJ O’Dell, NG Parker Journal of Physics: Condensed Matter 29 (10), 103004, 2017 | 44 | 2017 |
In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling NG Marchant, BIP Rubinstein Proceedings of the VLDB Endowment 10 (11), 1322-1333, 2017 | 29 | 2017 |
d-blink: Distributed end-to-end Bayesian entity resolution NG Marchant, A Kaplan, DN Elazar, BIP Rubinstein, RC Steorts Journal of Computational and Graphical Statistics 30 (2), 406-421, 2021 | 24 | 2021 |
RS-Del: Edit distance robustness certificates for sequence classifiers via randomized deletion Z Huang, NG Marchant, K Lucas, L Bauer, O Ohrimenko, BIP Rubinstein Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 16 | 2023 |
Needle in a Haystack: Label-Efficient Evaluation under Extreme Class Imbalance NG Marchant, BIP Rubinstein Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 4 | 2021 |
Bayesian graphical entity resolution using exchangeable random partition priors NG Marchant, BIP Rubinstein, RC Steorts Journal of Survey Statistics and Methodology 11 (3), 569-596, 2023 | 2 | 2023 |
CERT-ED: Certifiably Robust Text Classification for Edit Distance Z Huang, NG Marchant, O Ohrimenko, BIP Rubinstein arXiv preprint arXiv:2408.00728, 2024 | | 2024 |
Adaptive Data Analysis for Growing Data NG Marchant, BIP Rubinstein arXiv preprint arXiv:2405.13375, 2024 | | 2024 |
Statistical Approaches for Entity Resolution under Uncertainty NG Marchant The University of Melbourne, 2021 | | 2021 |
Vortex Lattices in Quasi-Two-Dimensional Dipolar Bose-Einstein Condensates NG Marchant The University of Melbourne, 2014 | | 2014 |