| Online learning rate adaptation with hypergradient descent AG Baydin, R Cornish, DM Rubio, M Schmidt, F Wood arXiv preprint arXiv:1703.04782, 2017 | 200 | 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 | 153 | 2019 |
| Decentralized cooperative stochastic bandits D Martínez-Rubio, V Kanade, P Rebeschini Advances in Neural Information Processing Systems 32, 2019 | 89 | 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 | 18 | 2019 |
| Global Riemannian acceleration in hyperbolic and spherical spaces D Martínez-Rubio International Conference on Algorithmic Learning Theory, 768-826, 2022 | 15* | 2022 |
| Convergence analysis of an adaptive method of gradient descent DM Rubio University of Oxford, Oxford, M. Sc. thesis, 2017 | 11 | 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 | 9* | 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 | 4 | 2022 |
| Acceleration in first-order optimization methods: promenading beyond convexity or smoothness, and applications D Martinez Rubio University of Oxford, 2021 | 2 | 2021 |
| Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties D Martínez-Rubio, S Pokutta arXiv preprint arXiv:2211.14645, 2022 | 1 | 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 | | 2023 |
| Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond D Martínez-Rubio, E Wirth, S Pokutta arXiv preprint arXiv:2303.12875, 2023 | | 2023 |
| Characterization and computation of the Galois group of polynomials of degree 7 DM Rubio Universidad Complutense de Madrid, 2016 | | 2016 |
