26 citations · 35 across the 10 of their papers we have counts for
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math.PR2019
Universal Lossless Compression of Graphical Data
Payam Delgosha, Venkat Anantharam
Graphical data is comprised of a graph with marks on its edges and vertices. The mark indicates the value of some attribute associated to the respective edge or vertex. Examples of…
cs.IT2019★ 6 cited
A Notion of Entropy for Stochastic Processes on Marked Rooted Graphs
Payam Delgosha, Venkat Anantharam
In this document, we introduce a notion of entropy for stochastic processes on marked rooted graphs. For this, we employ the framework of local weak limit theory for sparse marked…
cs.LG2019
Deep Switch Networks for Generating Discrete Data and Language
Payam Delgosha, Naveen Goela
Multilayer switch networks are proposed as artificial generators of high-dimensional discrete data (e.g., binary vectors, categorical data, natural language, network log files, and…