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      Pointwise Redundancy in One-Shot Lossy Compression via Poisson Functional Representation

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          Abstract

          We study different notions of pointwise redundancy in variable-length lossy source coding. We present a construction of one-shot variable-length lossy source coding schemes using the Poisson functional representation, and give bounds on its pointwise redundancy for various definitions of pointwise redundancy. This allows us to describe the distribution of the encoding length in a precise manner. We also generalize the result to the one-shot lossy Gray-Wyner system.

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          Journal
          26 January 2024
          Article
          2401.14805
          b5920b17-3b05-4cd7-a127-676c356bde0e

          http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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          Custom metadata
          9 pages, short version to be presented at 2024 International Zurich Seminar on Information and Communication
          cs.IT math.IT

          Numerical methods,Information systems & theory
          Numerical methods, Information systems & theory

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