Beugnot, Gaspard

4 publications

NeurIPS 2023 GloptiNets: Scalable Non-Convex Optimization with Certificates Gaspard Beugnot, Julien Mairal, Alessandro Rudi

COLT 2022 On the Benefits of Large Learning Rates for Kernel Methods Gaspard Beugnot, Julien Mairal, Alessandro Rudi

NeurIPS 2021 Beyond Tikhonov: Faster Learning with Self-Concordant Losses, via Iterative Regularization Gaspard Beugnot, Julien Mairal, Alessandro Rudi

UAI 2021 Improving Approximate Optimal Transport Distances Using Quantization Gaspard Beugnot, Aude Genevay, Kristjan Greenewald, Justin Solomon