Quentin Barthélemy
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
lipschitz constant
(2)
randomized smoothing
(2)
certified robustness
(2)
covariance matrix
(1)
monte carlo sampling
(1)
spectral norm
(1)
riemannian geometry
(1)
lipschitz continuity
(1)
adversarial attack
(1)
convolutional neural network
(1)
missing data imputation
(1)
symmetric positive definite matrix
(1)
confidence interval
(1)
robust accuracy
(1)
power iteration
(1)
gram iteration
(1)
network robustness
(1)
geodesic convexity
(1)
certified radius
(1)
adversarial robustness
(1)
Papers
Bridging the Theoretical Gap in Randomized Smoothing
AISTATS 2025
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing
ICLR 2024
Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration
ICML 2023
Geodesically-convex optimization for averaging partially observed covariance matrices
ACML 2020