Improvement of cardiac performance by MDL 17043 and MDL 19205 in the experimental failing dog heart
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15 صفحه اولMDL Regularizer: A New Regularizer based on the MDL Principle
This paper proposes a new regularization method based on the MDL (Minimum Description Length) principle. An adequate precision weight vector is trained by approximately truncating the maximum likelihood weight vector. The main advantage of the proposed regularizer over existing ones is that it automatically determines a regularization factor without assuming any specific prior distribution with...
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متن کاملMDL Denoising
The so-called denoising problem, relative to normal models for noise, is formalized such that`noise' is deened as the incompressible part in the data while the compressible part deenes the meaningful information bearing signal. Such a decomposition is eeected by minimization of the ideal code length, called for by the Minimum Description Length (MDL) principle, and obtained by an application of...
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ژورنال
عنوان ژورنال: Japanese Journal of Pharmacology
سال: 1985
ISSN: 0021-5198
DOI: 10.1016/s0021-5198(19)63768-6