Rubinstein, Benjamin I.

5 publications

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

NeurIPS 2022 Double Bubble, Toil and Trouble: Enhancing Certified Robustness Through Transitivity Andrew Cullen, Paul Montague, Shijie Liu, Sarah Erfani, Benjamin I. Rubinstein

NeurIPS 2022 Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes Joachim Rubinstein, Benjamin I. Rubinstein

NeurIPS 2021 TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness Zhuolin Yang, Linyi Li, Xiaojun Xu, Shiliang Zuo, Qian Chen, Pan Zhou, Benjamin I. Rubinstein, Ce Zhang, Bo Li

NeurIPS 2006 Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds Benjamin I. Rubinstein, Peter L. Bartlett, J. H. Rubinstein