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stat.AP2022★ 3 cited
Rate Distortion Theory for Descriptive Statistics
Peter Harremoës
Rate distortion theory was developed for optimizing lossy compression of data, but it also has a lot of applications in statistics. In this paper we will see how rate distortion th…
cs.IT2022
Unnormalized Measures in Information Theory
Peter Harremoës
Information theory is built on probability measures and by definition a probability measure has total mass 1. Probability measures are used to model uncertainty, and one may ask ho…