Vector Approximate Message Passing

The standard linear regression (SLR) problem is to recover a vector <inline-formula> <tex-math notation="LaTeX">\mathrm {x}^{0} </tex-math></inline-formula> from noisy linear observations <inline-formula> <tex-math notation="LaTeX">\mathrm {y}=...

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Vydané v:	IEEE transactions on information theory Ročník 65; číslo 10; s. 6664 - 6684
Hlavní autori:	Rangan, Sundeep, Schniter, Philip, Fletcher, Alyson K.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.10.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Approximation algorithms Belief propagation compressive sensing Covariance matrices Evolution inference algorithms Iterative methods Linear regression Matrices (mathematics) Message passing Minimization random matrices Signal processing algorithms Singular value decomposition
ISSN:	0018-9448, 1557-9654
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