David Martínez-Rubio
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
COLT (3)
AISTATS (2)
NIPS (2)
ALT (1)
Top co-authors
Keywords
manifold optimization
(2)
geodesic convexity
(2)
riemannian optimization
(2)
distributed learning
(1)
regret minimization
(1)
resource allocation
(1)
query complexity
(1)
accelerated gradient
(1)
riemannian manifold
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
distributed algorithm
(1)
first-order method
(1)
dual problem
(1)
cooperative learning
(1)
personalized pagerank
(1)
proportional fairness
(1)
decentralized algorithm
(1)
hyperbolic space
(1)
accelerated gradient descent
(1)
Papers
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
AISTATS 2025
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization
AISTATS 2025
Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties
COLT 2023
Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond
COLT 2023
Open Problem: Polynomial linearly-convergent method for g-convex optimization?
COLT 2023
Global Riemannian Acceleration in Hyperbolic and Spherical Spaces
ALT 2022
Fast Algorithms for Packing Proportional Fairness and its Dual
NIPS 2022
Decentralized Cooperative Stochastic Bandits
NIPS 2019