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Lecture 27: Bayesian Optimal Experimental Design. Active Learning: Gaussian Processes and Networks.

Автор: Florian Marquardt

Загружено: 2022-02-02

Просмотров: 2268

Описание:

Lecture Series Advanced Machine Learning for Physics, Science, and Artificial Scientific Discovery".
Bayesian Optimal Experimental Design via Maximization of the Expected Information Gain. Bayesian Active Learning for Gaussian Random Processes and Neural Networks.

Lecture series 2021/22 by Florian Marquardt. See the course website: https://pad.gwdg.de/s/2021_AdvancedMa...

Also see the following website, about our research and other machine learning lectures and lecture notes: https://mpl.mpg.de/divisions/marquard...

Lecture 27:  Bayesian Optimal Experimental Design. Active Learning: Gaussian Processes and Networks.

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