Structured Local Optima in Sparse Blind Deconvolution

DOI10.1109/TIT.2019.2940657zbMath1433.94036arXiv1806.00338OpenAlexW2972345688MaRDI QIDQ5211609

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Publication date: 28 January 2020

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1806.00338

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Nonconvex programming, global optimization (90C26) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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Pursuit of a discriminative representation for multiple subspaces via sequential games ⋮ Convex and Nonconvex Optimization Are Both Minimax-Optimal for Noisy Blind Deconvolution Under Random Designs ⋮ Geometry and Symmetry in Short-and-Sparse Deconvolution

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