Information Theoretic Learning
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The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering topics
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Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign
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A detailed formulation of neural networks from the information-theoretic viewpoint. The authors show how this perspective provides new insights into the design