Probabilistic load forecasting based on adaptive online learning V Álvarez, S Mazuelas, JA Lozano IEEE Transactions on Power Systems 36 (4), 3668-3680, 2021 | 53 | 2021 |
Minimax classification under concept drift with multidimensional adaptation and performance guarantees V Álvarez, S Mazuelas, JA Lozano International Conference on Machine Learning, 486-499, 2022 | 8 | 2022 |
MRCpy: A library for minimax risk classifiers K Bondugula, V Álvarez, JI Segovia-Martín, A Pérez, S Mazuelas arXiv preprint arXiv:2108.01952, 2021 | 5 | 2021 |
Minimax forward and backward learning of evolving tasks with performance guarantees V Álvarez, S Mazuelas, JA Lozano Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Supervised Learning in Time-dependent Environments with Performance Guarantees V Álvarez | | 2023 |
Forward and Backward Lifelong Learning with Time-dependent Tasks V Alvarez, S Mazuelas, JA Lozano | | |