Recovery of sums of sparse and dense signals by incorporating graphical structure among predictors

DOI10.1002/CJS.11631zbMATH Open1492.62115OpenAlexW3187500109MaRDI QIDQ5094310

Yiyun Luo, Yufeng Liu

Publication date: 2 August 2022

Published in: The Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.11631

zbMATH Keywords

predictionestimationgraphical modelssparse signaldense signal

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Ridge regression; shrinkage estimators (Lasso) (62J07) Probabilistic graphical models (62H22)

Related Items (1)

Measurement Bounds for Sparse Signal Ensembles via Graphical Models

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