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01/13/2023
A Universal Low Complexity Compression Algorithm for Sparse Marked Graphs
Many modern applications involve accessing and processing graphical data...
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07/18/2021
A Universal Lossless Compression Method applicable to Sparse Graphs and Heavy-Tailed Sparse Graphs
Graphical data arises naturally in several modern applications, includin...
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09/21/2019
Universal Lossless Compression of Graphical Data
Graphical data is comprised of a graph with marks on its edges and verti...
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08/02/2019
A Notion of Entropy for Stochastic Processes on Marked Rooted Graphs
In this document, we introduce a notion of entropy for stochastic proces...
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03/14/2019
Deep Switch Networks for Generating Discrete Data and Language
Multilayer switch networks are proposed as artificial generators of high...
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02/21/2018