Lossy Asymptotic Equipartition property for Hierarchical Data Structures
classification
💻 cs.IT
math.IT
keywords
processasymptoticdataequipartitionhierarchicalpropertystructuresdefined
read the original abstract
This paper presents a rate-distortion theory for hierarchical networked data structures modelled as tree-indexed multitype process. To be specific, this paper gives a generalized Asymptotic Equipartition Property (AEP) for the Process. The general methodology of proof of the AEP are process level large deviation principles for suitably defined empirical measures for muiltitype Galton-Watson trees.
This paper has not been read by Pith yet.
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.