Datos Identificativos | 2022/23 | |||||||||||||
Asignatura | Aprendizaxe Automática II | Código | 614544014 | |||||||||||
Titulación |
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Descriptores | Ciclo | Período | Curso | Tipo | Créditos | |||||||||
Mestrado Oficial | 2º cuadrimestre |
Primeiro | Optativa | 3 | ||||||||||
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Bibliografía básica |
Géron, Aurélien (2022). Hands-on Machine Learning with Scikit-Learn & TensorFlow : Concepts, Tools, and Techniques to build Intelligent Systems. 2nd Edition. O'Reilly WANG, Jianyu, et al. (2021). A field guide to federated optimization. arXiv preprint GEPPERTH, Alexander; HAMMER, Barbara (2016). Incremental learning algorithms and applications. European symposium on artificial neural networks (ESANN) |
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Bibliografía complementaria |
HE, Haibo, et al (2011). Incremental learning from stream data. IEEE Transactions on Neural Networks, vol. 22, no 12, p. 1901-1914. BONAWITZ, Keith, et al. (2019). Towards federated learning at scale: System design. Proceedings of Machine Learning and Systems, 2019, vol. 1, p. 374-388 Emily Glanz, Nova Fallen (2021). What Is Federated Learning?. O'Reilly Quian Yangt et al (2019). Federated Learning. Morgan & Claypool |
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