Information-Distilling Quantizers

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...

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Bibliographic Details
Main Authors: Bhatt, Alankrita, Nazer, Bobak, Ordentlich, Or, Polyanskiy, Yury
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2022
Online Access:https://hdl.handle.net/1721.1/143839

Internet

https://hdl.handle.net/1721.1/143839

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