Model Consistency of Partly Smooth Regularizers

DOI10.1109/TIT.2017.2713822zbMath1464.62345arXiv1405.1004OpenAlexW2964224255MaRDI QIDQ4566738

Gabriel Peyré, Jalal Fadili, Samuel Vaiter

Publication date: 27 June 2018

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

Full work available at URL: https://arxiv.org/abs/1405.1004

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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