Publications

Showing 1 - 15 of 116 results.


2021
Nikbakht R, Jonsson A, Lozano A. Unsupervised Learning for C-RAN Power Control and Power Allocation. IEEE Wireless Communications Letters 2021; 25(3): 687-691. Publication link e-Repositori
Nikbakht R, Jonsson A, Lozano A. Unsupervised Learning for Cellular Power Control. IEEE Wireless Communications Letters 2021; 25(3): 682-686. Publication link e-Repositori
Nikbakht R, Jonsson A, Lozano A. Unsupervised Learning for Parametric Optimization. IEEE Wireless Communications Letters 2021; 25(3): 678-681. Publication link e-Repositori
2020
Nunes, Cecilia; Langet H; De Craene, M; Vanoverschelde, JL; Gerber, BLM; Camara Oscar; Jonsson, Anders; Bijnens, Bart. 622 Predicting post-intervention survival improvement in aortic stenosis through interpretable machine learning. European Heart Journal Cardiovascular Imaging 2020; 21(1): 329-330. Publication link Other resources
Wilhelmi, Francesc; Barrachina-Muñoz, Sergio; Bellalta, Boris; Cano, Cristina; Jonsson, Anders; Ram, Vishnu. A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Communications Magazine 2020; 58(3): 25-31. Publication link e-Repositori
Kaufmann, Emilie; Ménard, Pierre; Domingues,Darwiche; Jonsson, Anders; Leurent, Edouard; Valko, Michal. Adaptive Reward-Free Exploration. arXiv.org; 2020. Publication link
Nunes C, Langet H, De Craene M, Camara O, Bijnens B, Jonsson A. Decision tree learning for uncertain clinical measurements. IEEE Transactions on Knowledge and Data Engineering 2020; (16 january). Publication link Other resources
Ménard, Pierre; Domingues, Omar Darwiche; Jonsson, Anders; Kaufmann, Emilie; Leurent, Edouard; Valko, Michal. Fast active learning for pure exploration in reinforcement learning. arXiv.org; 2020. Publication link
Segovia-Aguas J, Jiménez S, Jonsson A. Generalized Planning with Positive and Negative Examples. Dins: AA. VV.. Proceedings AAAI 2020. 1 ed. Association for the Advancement of Artificial Intelligence; 2020. p. 9949-9956. Publication link
Steccanella L, Totaro S, Allonsius D, Jonsson A. Hierarchical reinforcement learning for efficent exploration and transfer. Dins: AA. VV.. Proceedings ICML 2020 Workshop LifelongML Blind Submission. 1 ed. Openreview.net; 2020. p. 1-9.
Furelos-Blanco, Daniel; Law, Mark; Russo, Alessandra; Broda, Krysia; Jonsson, Anders. Induction of subgoal automata for reinforcement learning. arXiv.org; 2020.
Furelos-Blanco D, Law,M, Russo A, Broda K, Jonsson A. Induction of Subgoal Automata for Reinforcement Learning.. Dins: AA. VV.. Proceedings AAAI 2020. 1 ed. Association for the Advancement of Artificial Intelligence; 2020. p. 3890-3897. Publication link
Nunes C, De Craene M, Langet H, Camara O, Jonsson A. Learning decision trees through Monte Carlo tree search: An empirical evaluation. WIREs data mining and knowledge discovery 2020; 10(3). Publication link

Showing 1 - 15 of 116 results.