Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig; Thomas Arildsen; Torben Larsen

doi:10.5278/VBN.GAMPTechReport

Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig, Thomas Arildsen, Torben Larsen

Publikation: Bog/antologi/afhandling/rapport › Rapport › Forskning

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Abstract

This tech report details a collection of results related to the Generalised Approximate Message Passing (GAMP) algorithm. It is a summary of the results that the authors have found critical in understanding the GAMP algorithm. In particular, emphasis is on the details that are crucial in implementing the GAMP algorithm on a computer but which are oftentimes left out from the literature focusing on the more theoretical aspects of GAMP.

Originalsprog	Engelsk

Antal sider	63
DOI	https://doi.org/10.5278/VBN.GAMPTechReport
Status	Udgivet - 6 apr. 2017

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10.5278/VBN.GAMPTechReportLicens: CC BY 4.0

Tech ReportForlagets udgivne version, 840 KBLicens: CC BY 4.0

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FastAFM: Enabling Fast Image Acquisition for Atomic Force Microscopy using Compressed Sensing
Larsen, T., Østergaard, J., Jensen, T., Arildsen, T., Oxvig, C. S. & Pedersen, P. S.
01/09/2013 → 31/08/2016
Projekter: Projekt › Forskning

Weighted GAMP Phase Transitions
Oxvig, C. S. (Ophavsperson), Arildsen, T. (Ophavsperson) & Larsen, T. (Ophavsperson), Zenodo, 5 sep. 2018
DOI: 10.5281/zenodo.1409655
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Generalized Approximate Message Passing: Relations and Derivations

Abstract

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AUB Link

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Projekter

FastAFM: Enabling Fast Image Acquisition for Atomic Force Microscopy using Compressed Sensing

Forskningsdatasæt

Weighted GAMP Phase Transitions

Citationsformater