Marchant, Neil G

5 publications

ICLR 2026 On the Bayes Inconsistency of Disagreement Discrepancy Surrogates Neil G Marchant, Andrew Craig Cullen, Feng Liu, Sarah Monazam Erfani

NeurIPS 2025 AdaptDel: Adaptable Deletion Rate Randomized Smoothing for Certified Robustness Zhuoqun Huang, Neil G Marchant, Olga Ohrimenko, Benjamin I. P. Rubinstein

NeurIPS 2025 Adaptive Data Analysis for Growing Data Neil G Marchant, Benjamin I. P. Rubinstein

NeurIPS 2023 RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion Zhuoqun Huang, Neil G Marchant, Keane Lucas, Lujo Bauer, Olga Ohrimenko, Benjamin I. Rubinstein

AAAI 2022 Hard to Forget: Poisoning Attacks on Certified Machine Unlearning Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld