publications

Find my publications here. Ask for code or slides by mail!

2023

  1. NeurIPS23 Spotlight
    GloptiNets: Scalable Non-Convex Optimization with Certificates
    Gaspard BeugnotJulien Mairal, and Alessandro Rudi
    2023

2022

  1. COLT22
    On the Benefits of Large Learning Rates for Kernel Methods
    Gaspard BeugnotJulien Mairal, and Alessandro Rudi
    2022

2021

  1. NeurIPS21 Spotlight
    Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization
    Gaspard BeugnotJulien Mairal, and Alessandro Rudi
    In Advances in Neural Information Processing Systems, 2021
  2. UAI21
    Improving approximate optimal transport distances using quantization
    Gaspard Beugnot, Aude Genevay, Kristjan Greenewald, and 1 more author
    In Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 27–30 jul 2021