Titlebook: On Spatio-Temporal Data Modelling and Uncertainty Quantification Using Machine Learning and Informat; Fabian Guignard Book 2022 The Editor

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Uncertainty Quantification with Extreme Learning Machine,lems that benefit from numerous advantages inherited from linear regression. It is very fast, easy to implement, has very few hyper-parameters and has a one-step optimisation process with a unique analytical solution. This chapter presents original and rigorous UQ developments of ELM.

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