A theory of optimal convex regularization for low-dimensional recovery (Q6663356)

scientific article; zbMATH DE number 7967194

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English	A theory of optimal convex regularization for low-dimensional recovery	scientific article; zbMATH DE number 7967194

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instance of

scholarly article

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title

A theory of optimal convex regularization for low-dimensional recovery (English)

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14 January 2025

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zbMATH Keywords

inverse problems

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convex regularization

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low-dimensional modeling

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sparse recovery

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low-rank matrix recovery

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MaRDI profile type

Publication

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cites work

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Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

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Convex Analysis

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A Continuous Exact $\ell_0$ Penalty (CEL0) for Least Squares Regularized Problem

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Stable restoration and separation of approximately sparse signals

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Compressed sensing of low-rank plus sparse matrices

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The basins of attraction of the global minimizers of the non-convex sparse spike estimation problem

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Stable recovery of low-dimensional cones in Hilbert spaces: one RIP to rule them all

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Robust multi-image processing with optimal sparse regularization

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The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension

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Model selection with low complexity priors

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published in

Information and Inference: A Journal of the IMA

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Identifiers

Mathematics Subject Classification ID

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10.1093/IMAIAI/IAAE013

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Sitelinks

Mathematics(1 entry)

mardi Publication:6663356