Compressibility Measures for Affinely Singular Random Vectors

There are several ways to measure the compressibility of a random measure; they include general approaches such as using the rate-distortion curve, as well as more specific notions, such as the Renyi information dimension (RID). The RID parameter indicates the concentration of the measure around low...

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Veröffentlicht in:	arXiv.org 2022-03
Hauptverfasser:	Mohammad-Amin Charusaie, Amini, Arash, Rini, Stefano
Format:	Artikel
Sprache:	eng
Schlagworte:	Compressibility Computer Science - Information Retrieval Computer Science - Information Theory Continuity (mathematics) Entropy Evaluation Gaussian process Independent variables Linear transformations Mathematical analysis Mathematics - Information Theory Parameters Random variables Singularities Upper bounds
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