Column normalization of a random measurement matrix

DOI10.1214/17-ECP100zbMath1390.62087arXiv1702.06278MaRDI QIDQ1748563

Shahar Mendelson

Publication date: 11 May 2018

Published in: Electronic Communications in Probability (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1702.06278

zbMATH Keywords

sparse recoverycolumn normalization

Mathematics Subject Classification ID

Random matrices (probabilistic aspects) (60B20) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Nonparametric inference (62G99)

Cites Work

• A mathematical introduction to compressive sensing
• Sparse recovery under weak moment assumptions
• Statistics for high-dimensional data. Methods, theory and applications.
• Simultaneous analysis of Lasso and Dantzig selector
• Smallest singular value of random matrices and geometry of random polytopes
• Learning without Concentration

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