Publications

Please see my Google Scholar profile for bibliometrics.

Manuscripts & Preprints

  1. Certified Robustness of Learning-based Static Malware Detectors
    Huang, Zhuoqun,  Marchant, Neil G., Lucas, Keane, Bauer, Lujo, Ohrimenko, Olga,  and Rubinstein, Benjamin I. P.
    2023
    arXiv

Conference Papers & Journal Articles

2023

  1. JSSAM
    Bayesian Graphical Entity Resolution using Exchangeable Random Partition Priors
    Marchant, Neil G., Rubinstein, Benjamin I. P.,  and Steorts, Rebecca C.
    Journal of Survey Statistics and Methodology 2023
    arXiv HTML Code

2022

  1. AAAI
    Hard to Forget: Poisoning Attacks on Certified Machine Unlearning
    Marchant, Neil G., Rubinstein, Benjamin I. P.,  and Alfeld, Scott
    In Proceedings of the AAAI Conference on Artificial Intelligence 2022
    arXiv PDF Code Poster

2021

  1. KDD
    Needle in a Haystack: Label-Efficient Evaluation under Extreme Class Imbalance
    Marchant, Neil G.,  and Rubinstein, Benjamin I. P.
    In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining 2021
    arXiv PDF Code Poster
  2. JCGS

2017

  1. VLDB
    In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling
    Marchant, Neil G.,  and Rubinstein, Benjamin I. P.
    Proceedings of the VLDB Endowment Aug 2017
    arXiv PDF Code Poster
  2. JPCM
    Vortices and vortex lattices in quantum ferrofluids
    Martin, A. M.,  Marchant, N. G., O’Dell, D. H. J.,  and Parker, N. G.
    Journal of Physics: Condensed Matter Feb 2017
    HTML PDF

Theses

  1. Ph.D.
    Statistical Approaches for Entity Resolution under Uncertainty
    Marchant, Neil G.
    2021
    PDF
  2. M.Sc.
    Vortex Lattices in Quasi-Two-Dimensional Dipolar Bose-Einstein Condensates
    Marchant, Neil G.
    2014
    PDF