Minimax Rényi Redundancy
The redundancy for universal lossless compression of discrete memoryless sources in Campbell's setting is characterized as a minimax Rényi divergence, which is shown to be equal to the maximal \(\alpha\)-mutual information via a generalized redundancy-capacity theorem. Special attention is plac...
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Published in | arXiv.org |
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Main Authors | , , |
Format | Paper |
Language | English |
Published |
Ithaca
Cornell University Library, arXiv.org
24.01.2018
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Abstract | The redundancy for universal lossless compression of discrete memoryless sources in Campbell's setting is characterized as a minimax Rényi divergence, which is shown to be equal to the maximal \(\alpha\)-mutual information via a generalized redundancy-capacity theorem. Special attention is placed on the analysis of the asymptotics of minimax Rényi divergence, which is determined up to a term vanishing in blocklength. |
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AbstractList | The redundancy for universal lossless compression of discrete memoryless sources in Campbell's setting is characterized as a minimax Rényi divergence, which is shown to be equal to the maximal \(\alpha\)-mutual information via a generalized redundancy-capacity theorem. Special attention is placed on the analysis of the asymptotics of minimax Rényi divergence, which is determined up to a term vanishing in blocklength. |
Author | Verdú, Sergio Yagli, Semih Altuğ, Yücel |
Author_xml | – sequence: 1 givenname: Semih surname: Yagli fullname: Yagli, Semih – sequence: 2 givenname: Yücel surname: Altuğ fullname: Altuğ, Yücel – sequence: 3 givenname: Sergio surname: Verdú fullname: Verdú, Sergio |
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DOI | 10.48550/arxiv.1701.01103 |
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Title | Minimax Rényi Redundancy |
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