David Martı́nez-Rubio
5 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
online learning
(1)
optimization
(1)
convergence
(1)
local smoothness
(1)
curvature
(1)
convergence rate
(1)
recurrent neural network
(1)
lie group
(1)
computational cost
(1)
moreau envelope
(1)
first-order optimization
(1)
frank-wolfe algorithm
(1)
orthogonal constraint
(1)
geodesically convex optimization
(1)
proximal point
(1)
riemannian gradient descent
(1)
hadamard manifold
(1)
unitary group
(1)
exponential map
(1)
convex
(1)
Papers
Implicit Riemannian Optimism with Applications to Min-Max Problems
ICML 2025
Non-Euclidean High-Order Smooth Convex Optimization Extended Abstract
COLT 2025
Secant Line Search for Frank-Wolfe Algorithms
ICML 2025
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point
ICML 2024
Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group
ICML 2019