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Minimization and parameter estimation for seminorm regularization models with <i>I</i> -divergence constraints - MaRDI portal

Minimization and parameter estimation for seminorm regularization models with <i>I</i> -divergence constraints (Q4917020)

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scientific article; zbMATH DE number 6158615
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Minimization and parameter estimation for seminorm regularization models with <i>I</i> -divergence constraints
scientific article; zbMATH DE number 6158615

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    Minimization and parameter estimation for seminorm regularization models with <i>I</i> -divergence constraints (English)
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    26 April 2013
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    Ill-posedness
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    regularization
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    image processing
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    minimization of seminorms
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    \(I\)-divergence
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    Kullback-Leibler divergence
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    Poisson data
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    multiplicative gamma noise
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    first-order primal-dual algorithms
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    proximal minimization problems
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    least-squares problem
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    Morozov's discrepancy principle
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    Newton method
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    image restoration
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