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Probabilistic ML - Lecture 6 - Gaussian Distributions

Tübingen Machine Learning 18,173 lượt xem 4 years ago
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This is the sixth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig in the Summer Term 2020 at the University of Tübingen.

Time-stamped slides available at https://uni-tuebingen.de/en/180804.

Contents:
* Univariate and Multivariate Gaussian distributions
* Gaussians map Probabilistic Inference to Linear Algebra
* Conditional and Marginal Independence in Gaussian Models

© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0

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