Weighted LASSO for Sparse Recovery With Statistical Prior Support Information

DOI10.1109/TSP.2018.2791949zbMath1414.94334OpenAlexW2783307739MaRDI QIDQ4621672

An Liu, Lixiang Lian, Vincent K. N. Lau

Publication date: 12 February 2019

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/tsp.2018.2791949

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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On the determination of Lagrange multipliers for a weighted Lasso problem using geometric and convex analysis techniques ⋮ Robust recovery of signals with partially known support information using weighted BPDN

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