Charles Guille-Escuret
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
first-order optimization
(2)
gradient descent
(2)
anomaly detection
(2)
self-supervised learning
(1)
distribution shift
(1)
strong convexity
(1)
condition number
(1)
gaussian mixture model
(1)
convergence rate
(1)
out-of-distribution detection
(1)
error bound
(1)
out of distribution detection
(1)
contrastive learning
(1)
restricted secant inequality
(1)
adversarial robustness
(1)
domain generalization
(1)
Papers
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
NIPS 2024
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths
ICML 2024
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning
NIPS 2023
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
NIPS 2022
A Study of Condition Numbers for First-Order Optimization
AISTATS 2021