David Martínez-Rubio
David Martínez-Rubio
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Cited by
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Online learning rate adaptation with hypergradient descent
AG Baydin, R Cornish, DM Rubio, M Schmidt, F Wood
arXiv preprint arXiv:1703.04782, 2017
Cheap orthogonal constraints in neural networks: A simple parametrization of the orthogonal and unitary group
M Lezcano-Casado, D Martınez-Rubio
International Conference on Machine Learning, 3794-3803, 2019
Decentralized cooperative stochastic bandits
D Martínez-Rubio, V Kanade, P Rebeschini
Advances in Neural Information Processing Systems 32, 2019
Neural networks are a priori biased towards boolean functions with low entropy
C Mingard, J Skalse, G Valle-Pérez, D Martínez-Rubio, V Mikulik, ...
arXiv preprint arXiv:1909.11522, 2019
Global Riemannian acceleration in hyperbolic and spherical spaces
D Martínez-Rubio
International Conference on Algorithmic Learning Theory, 768-826, 2022
Convergence analysis of an adaptive method of gradient descent
DM Rubio
University of Oxford, Oxford, M. Sc. thesis, 2017
Improvements to inference compilation for probabilistic programming in large-scale scientific simulators
ML Casado, AG Baydin, DM Rubio, TA Le, F Wood, L Heinrich, G Louppe, ...
arXiv preprint arXiv:1712.07901, 2017
Fast algorithms for packing proportional fairness and its dual
F Criado, D Martínez-Rubio, S Pokutta
Advances in Neural Information Processing Systems 35, 25754-25766, 2022
Acceleration in first-order optimization methods: promenading beyond convexity or smoothness, and applications
D Martinez Rubio
University of Oxford, 2021
Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties
D Martínez-Rubio, S Pokutta
arXiv preprint arXiv:2211.14645, 2022
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
D Martínez-Rubio, C Roux, C Criscitiello, S Pokutta
arXiv preprint arXiv:2305.16186, 2023
Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond
D Martínez-Rubio, E Wirth, S Pokutta
arXiv preprint arXiv:2303.12875, 2023
Characterization and computation of the Galois group of polynomials of degree 7
DM Rubio
Universidad Complutense de Madrid, 2016
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