Gaspard Beugnot
4 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
kernel methods
(2)
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 decomposition
(1)
spectral filtering
(1)
learning rate
(1)
approximation algorithm
(1)
entropy regularization
(1)
classification task
(1)
tikhonov regularization
(1)
iterative regularization
(1)
entropy-regularized transport
(1)
approximate solver
(1)
non-convex optimization
(1)
Papers
GloptiNets: Scalable Non-Convex Optimization with Certificates
NeurIPS 2023
On the Benefits of Large Learning Rates for Kernel Methods
COLT 2022
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization
NeurIPS 2021
Improving approximate optimal transport distances using quantization
UAI 2021