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Showing 1 to 4 of 4 for “"Universal Source Coding"”.

  1. Some Techniques in Universal Source Coding and Coding for Composite Sources

    Wallace, Mark StanleyUniversity of Illinois at Urbana-Champaign2014

    We consider three problems in source coding. First, we consider the composite source model. A composite source has a switch driven by a random process which selects one of a possible set of subsources. We derive some convergence results for estimation of the switching process, and use these to …

    uiuc Repository record

  2. Variable-Rate, Weakly- and Strongly-Universal Source Coding Subject to a Fidelity Constraint

    Mackenthun, Kenneth Marsh, Jr.University of Illinois at Urbana-Champaign2014

    Made available in DSpace on 2014-12-12T20:54:38Z (GMT). No. of bitstreams: 1 7726708.pdf: 1532486 bytes, checksum: 12efb26df16f3c0c5000530cfad88655 (MD5) Previous issue date: 1977

    uiuc Repository record

  3. Density estimation with Kullback-Leibler loss

    Sheu, Chyong-HwaUniversity of Illinois at Urbana-Champaign2011

    … on the parameter space. The implications for universal source coding and portfolio selection are discussed.

    uiuc Repository record

  4. Universal and succinct source coding of deep neural networks

    Basu, SouryaUniversity of Illinois at Urbana-Champaign2020

    … This work is concerned with finding universal lossless compressed representations of deep feedforward networks with synaptic weights drawn from discrete sets, and directly performing inference without full decompression. The basic insight that allows less rate than naive approaches is …

    uiuc Repository record