Christophe Roux
5 papers · 2021–2025 · 4 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
online learning
(2)
hadamard manifold
(2)
stochastic optimization
(1)
convex optimization
(1)
knowledge distillation
(1)
gradient descent
(1)
curvature
(1)
convergence rate
(1)
linear bandit
(1)
accelerated method
(1)
min-max optimization
(1)
moreau envelope
(1)
uniform convexity
(1)
pseudo-regret bound
(1)
action set
(1)
geodesically convex optimization
(1)
byzantine resilience
(1)
proximal point
(1)
geodesic convexity
(1)
riemannian gradient descent
(1)
Papers
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
AISTATS 2025
Implicit Riemannian Optimism with Applications to Min-Max Problems
ICML 2025
On the Byzantine-Resilience of Distillation-Based Federated Learning
ICLR 2025
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point
ICML 2024
Linear Bandits on Uniformly Convex Sets
JMLR 2021