Information Geometry
Microsoft
Information Geometry
This tutorial will focus on entropy, exponential families, and information projection. We’ll start by seeing the sense in which entropy is the only reasonable definition of randomness. We will then use entropy to motivate exponential families of distributions – which include the ubiquitous Gaussian, Poisson, and Binomial distributions, but ...
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