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Introduction to Gaussian Processes

at GPSS, Sheffield on Sep 12, 2016 [pdf]
Neil D. Lawrence, University of Sheffield

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Abstract

In this first session we will introduce Gaussian process models, non parametric Bayesian models that allow for principled propagation of uncertainty in regression analysis. We will assume a background in parametric models, linear algebra and probability.