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Showing 1 to 2 of 2 for “"Relative Entropy Coding"”.
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Data Compression with Relative Entropy Coding
… I contribute to this trend by investigating relative entropy coding, a mathematical framework that generalises classical source coding theory. Concretely, relative entropy coding deals with the efficient communication of uncertain or randomised information. One of its key advantages is that …
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Methods for Constructing and Exploiting Information Measures for Neural Networks
… of DNNs could be significantly reduced using a coding technique derived from the prequential approach to statistics. Prequential coding outperformed all other algorithms, including two-part and variational methods, and has endured as the standard, even powering the benchmark- topping NNCP …