Publications

Please see my Google Scholar profile for bibliometrics.

Manuscripts & Preprints

  1. Bayesian Graphical Entity Resolution using Exchangeable Random Partition Priors
    2020
  2. Hard to Forget: Poisoning Attacks on Certified Machine Unlearning
    Marchant, Neil G., Rubinstein, Benjamin I. P., and Alfeld, Scott
    2021

Conference Papers & Journal Articles

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
  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 2017
  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 2017

Theses

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