Gaspard Beugnot
4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
COLT (1)
UAI (1)
Top co-authors
Keywords
non-convex optimization
(1)
optimal transport
(1)
fourier analysis
(1)
global optimization
(1)
gradient descent
(1)
kernel ridge regression
(1)
early stopping
(1)
probability measure
(1)
polynomial optimization
(1)
spectral filtering
(1)
learning rate
(1)
approximation algorithm
(1)
entropy regularization
(1)
classification task
(1)
tikhonov regularization
(1)
iterative regularization
(1)
kernel methods
(1)
entropy-regularized transport
(1)
approximate solver
(1)
self-concordant loss
(1)
Papers
GloptiNets: Scalable Non-Convex Optimization with Certificates
NIPS 2023
On the Benefits of Large Learning Rates for Kernel Methods
COLT 2022
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization
NIPS 2021
Improving approximate optimal transport distances using quantization
UAI 2021