publications

2024

  1. cover_image.png
    Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
    Jamie McGowan ,  Davide Buffelli ,  Wangkun Xu , and 4 more authors
    NeurIPS, 2024
  2. pruning.png
    Efficient Model Compression Techniques with FishLeg
    Jamie McGowan ,  Wei Sheng Lai ,  Weibin Chen , and 7 more authors
    NeurIPS, Workshop on Machine Learning and Compression, 2024
  3. lhc1.png
    Combination of aN3LO PDFs and implications for Higgs production cross-sections at the LHC
    Thomas Cridge ,  Lucian A Harland-Lang ,  Jamie McGowan , and 8 more authors
    2024

2023

  1. lhc2.png
    Approximate N3LO parton distribution functions with theoretical uncertainties: MSHT20aN3LO PDFs
    J. McGowan ,  T. Cridge ,  L. A. Harland-Lang , and 1 more author
    The European Physical Journal C, Mar 2023
  2. gnn_image.png
    A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail
    Jamie McGowan ,  Elizabeth Guest ,  Ziyang Yan , and 7 more authors
    Mar 2023

2021

  1. treemaml.png
    Meta-Learning with MAML on Trees
    Jezabel R. Garcia ,  Federica Freddi ,  Feng-Ting Liao , and 5 more authors
    Mar 2021