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Forecasting electricity consumption by aggregating specialized experts - A review of the sequential aggregation of specialized experts, with an application to Slovakian and French country-wide one-day-ahead (half-)hourly predictions.

, , , and . Mach. Learn., 90 (2): 231-260 (2013)

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Detection and classification of seismic events with progressive multi-channel correlation and hidden Markov models., , , and . Comput. Geosci., (2015)Target Tracking for Contextual Bandits: Application to Demand Side Management., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 754-763. PMLR, (2019)Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8357-8366. PMLR, (2020)Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences., and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19011-19026. PMLR, (2022)Efficient online learning with kernels for adversarial large scale problems., , and . NeurIPS, page 9427-9436. (2019)One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7755-7773. PMLR, (2023)Apprentissage statistique de la topologie d'un ensemble de données étiquetées., , and . EGC, volume RNTI-E-9 of Revue des Nouvelles Technologies de l'Information, page 455-460. Cépaduès-Éditions, (2007)Learning topology of a labeled data set with the supervised generative Gaussian graph., , and . Neurocomputing, 71 (7-9): 1283-1299 (2008)Efficient improper learning for online logistic regression., , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 2085-2108. PMLR, (2020)Association of array processing and statistical modelling for seismic event monitoring., , and . EUSIPCO, page 1945-1949. IEEE, (2015)