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Author

David Martínez-Rubio

Observed names: David Martinez-Rubio, David Martı́nez-Rubio, Martínez-Rubio, David, Rubio, David Martinez
ORCID: 0000-0002-4345-5422
Observed ORCID: 0000-0002-4345-5422
OpenAlex ID: A5103210749
Online Learning Rate Adaptation with Hypergradient Descent
2017 · Baydin, Atilim Gunes, Cornish, Robert, et al. · arXiv (Cornell University) · 116
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Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group
2019 · Lezcano-Casado, Mario, Martínez-Rubio, David · arXiv (Cornell University) · 96
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Decentralized Cooperative Stochastic Bandits
2018 · Martínez-Rubio, David, Kanade, Varun, et al. · arXiv (Cornell University) · 69
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Neural networks are a priori biased towards Boolean functions with low entropy
2019 · Mingard, Chris, Skalse, Joar, et al. · arXiv (Cornell University) · 18
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Decentralized Cooperative Stochastic Multi-armed Bandits.
2018 · David Martı́nez-Rubio, Varun Kanade, et al. · arXiv (Cornell University) · 10
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators
2017 · Casado, Mario Lezcano, Baydin, Atilim Gunes, et al. · arXiv (Cornell University) · 6
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Global Riemannian Acceleration in Hyperbolic and Spherical Spaces
2020 · Martínez-Rubio, David · arXiv (Cornell University) · 5
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Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond
2023 · Martínez-Rubio, David, Wirth, Elias, et al. · arXiv (Cornell University) · 2
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Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
2023 · Martínez-Rubio, David, Roux, Christophe, et al. · arXiv (Cornell University) · 1
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Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties
2022 · Martínez-Rubio, David, Pokutta, Sebastian · arXiv (Cornell University) · 1
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Acceleration in Hyperbolic and Spherical Spaces
2021 · David Martı́nez-Rubio · arXiv (Cornell University) · 1
Facial distance and diameter
2026 · Deza, Antoine, Martínez-Rubio, David, et al. · arXiv (Cornell University)
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Near-Optimal Acceleration for Smooth $\ell_p$ / $\ell_q$ Nondual Convex First-Order Oracle Optimization
2026 · Martínez-Rubio, David, Bullins, Brian, et al. · arXiv (Cornell University)
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Stable Movement for Nondual Lipschitz Convex Optimization: Efficiency and Nearly Optimal Oracle Rates
2026 · Martínez-Rubio, David, Guzmán, Cristóbal · arXiv (Cornell University)
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The First-Order Oracle Complexity of Lipschitz Convex Optimization in Nondual Settings
2026 · Martínez-Rubio, David, Bullins, Brian, et al. · arXiv (Cornell University)
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Oracle Complexity of Stochastic Fixed-Point Equations with Nonexpansive Maps
2026 · Diakonikolas, Jelena, Guzmán, Cristóbal, et al. · arXiv (Cornell University)
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Optimal Gradient-Norm Minimization in Non-Euclidean Hölder-Smooth Convex Optimization
2026 · Pelleriti, Nico, Shiran, Maryam, et al. · arXiv (Cornell University)
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Complexity of Classical Acceleration for $\ell_1$-Regularized PageRank
2026 · Fountoulakis, Kimon, Martínez-Rubio, David · arXiv (Cornell University)
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Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers
2025 · Pelleriti, Nico, Spiegel, Christoph, et al. · arXiv (Cornell University)
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Smooth Quasar-Convex Optimization with Constraints
2025 · Martínez-Rubio, David · arXiv (Cornell University)
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On the necessity of adaptive regularisation: optimal anytime online learning on ℓp-balls
2025 · Johnson, Emmeran, Martínez-Rubio, David, et al. · Spiral (Imperial College London)
Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes
2025 · Iommazzo, Gabriele, Martínez-Rubio, David, et al. · arXiv (Cornell University)
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Implicit Riemannian Optimism with Applications to Min-Max Problems
2025 · Roux, Christophe, Martínez-Rubio, David, et al. · arXiv (Cornell University)
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Secant Line Search for Frank-Wolfe Algorithms
2025 · Hendrych, Deborah, Besançon, Mathieu, et al. · arXiv (Cornell University)
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Beyond Short Steps in Frank-Wolfe Algorithms
2025 · Martínez-Rubio, David, Pokutta, Sebastian · arXiv (Cornell University)
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Works count: 32
Citation count: 325
H-index: 6
I10-index: 5
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