Generalized Approximate Message Passing: Relations and Derivations

Christian Schou Oxvig, Thomas Arildsen, Torben Larsen

Publikation: Bog/antologi/afhandling/rapportRapport

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Abstrakt

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.
OriginalsprogEngelsk
Antal sider63
DOI
StatusUdgivet - 6 apr. 2017

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  • Projekter

    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.

    01/09/201331/08/2016

    Projekter: ProjektForskning

    Forskningsdatasæt

    Weighted GAMP Phase Transitions

    Oxvig, C. S. (Ophavsmand), Arildsen, T. (Ophavsmand) & Larsen, T. (Ophavsmand), Zenodo, 5 sep. 2018

    Datasæt

    Citationsformater