Information Theory

By Rongmei Li, R. Kaptein, Djoerd Hiemstra. 1987

Subfields: Information Theory

How researchers see this paper

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In Information Theory

1. Philipp Hennig
2. Risi Kondor
3. Santo Fortunato

Citations in the corpus

• Gaussian approximation potentials: the accuracy of quantum mechanics, without the electrons. (2009, methodology): “and for this we use a non-parametric method called Gaussian Process (GP) regression [12, 13].”
• Community detection in graphs (2009, methodology): “…inference (Winkler, 2003), in which the best fit is obtained through the maximization of a likelihood (generative models), but we also discuss related techniques, based on blockmodeling (Doreian et al., 2005), model selection (Burnham and Anderson, 2002) and information theory (Mackay, 2003).”
• Coupling Adaptive Batch Sizes with Learning Rates (2016, background): “It is a key insight that a wellchosen learning rate has to be driven by quantities with unit [w](2)/[F ] (see MacKay [16]§34.”