publications

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

2022

  1. COLT22
    On the Benefits of Large Learning Rates for Kernel Methods
    Beugnot, GaspardMairal, Julien, and Rudi, Alessandro
    2022

2021

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