Information-Distilling Quantizers

IEEE Let X and Y be dependent random variables. This paper considers the problem of designing a scalar quantizer for Y to maximize the mutual information between the quantizer’s output and X, and develops fundamental properties and bounds for this form of quantization, which is connected to the log-...

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Bibliographic Details
Main Authors: Bhatt, Alankrita (Author), Nazer, Bobak (Author), Ordentlich, Or (Author), Polyanskiy, Yury (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2022-07-19T12:10:37Z.
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