Asymptotic Analysis of MAP Estimation via the Replica Method and Applications to Compressed Sensing

DOI10.1109/TIT.2011.2177575zbMath1365.62204arXiv0906.3234OpenAlexW2090842051MaRDI QIDQ5272079

Sundeep Rangan, Alyson K. Fletcher, Vivek K. Goyal

Publication date: 12 July 2017

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

Full work available at URL: https://arxiv.org/abs/0906.3234

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Large deviations (60F10) Sampling theory in information and communication theory (94A20)

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