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Asymptotic behavior of the distortion-rate function for Gaussian processes in Banach spaces - MaRDI portal

Asymptotic behavior of the distortion-rate function for Gaussian processes in Banach spaces (Q817233)

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scientific article; zbMATH DE number 5009824
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Asymptotic behavior of the distortion-rate function for Gaussian processes in Banach spaces
scientific article; zbMATH DE number 5009824

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    Asymptotic behavior of the distortion-rate function for Gaussian processes in Banach spaces (English)
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    8 March 2006
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    Let \(\mu\) be a Gaussian measure on a separable Banach space. The author proves that the logarithmic small ball probabilities of \(\mu\) are tightly related to some moment generating functions. Based upon this link a new lower bound for the distortion-rate function against the small ball function is derived. This allows to use results of the theory of small ball probabilities to deduce lower bounds for the distortion-rate function. As application one gets several sharp weak asymptotics for this rate function.
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    High-resolution coding
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    small ball probabilities
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