Gaspard Beugnot

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Gaussian Kernels

Convex Optimization

Top Venues

Publications

Gaspard Beugnot, Julien Mairal, Alessandro Rudi
GloptiNets: Scalable Non-Convex Optimization with Certificates. CoRR (2023)
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
GloptiNets: Scalable Non-Convex Optimization with Certificates. NeurIPS (2023)
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
On the Benefits of Large Learning Rates for Kernel Methods. COLT (2022)
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
On the Benefits of Large Learning Rates for Kernel Methods. CoRR (2022)
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization. NeurIPS (2021)
Gaspard Beugnot, Aude Genevay, Kristjan H. Greenewald, Justin Solomon
Improving Approximate Optimal Transport Distances using Quantization. CoRR (2021)
Gaspard Beugnot, Aude Genevay, Kristjan H. Greenewald, Justin Solomon
Improving approximate optimal transport distances using quantization. UAI (2021)
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization. CoRR (2021)