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Verónica Álvarez
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Year
Probabilistic load forecasting based on adaptive online learning
V Álvarez, S Mazuelas, JA Lozano
IEEE Transactions on Power Systems 36 (4), 3668-3680, 2021
622021
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
82022
MRCpy: A library for minimax risk classifiers
K Bondugula, V Álvarez, JI Segovia-Martín, A Pérez, S Mazuelas
arXiv preprint arXiv:2108.01952, 2021
52021
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
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Articles 1–6