Generalized SPGL1: from theory to applications

TitleGeneralized {SPGL1}: from theory to applications
Publication TypeSINBAD Presentation
AuthorsAleksandr Y. Aravkin
PublisherSINBAD
Year of Publication2012
Abstract

The SPGL1 solver has been effectively used for many geophysical applications, including curvelet data interpolation, imaging, and as a subroutine in full waveform inversion. In this talk, we present an overview of the theoretical foundation of the solver, along with a broad generalization of this foundation. We then introduce several applications, including robust & sparse imaging, sparse deconvolution, and data interpolation by matrix completion.

KeywordsPresentation, SINBAD, SINBADFALL2012, SLIM
URLhttps://www.slim.eos.ubc.ca/Publications/Private/Conferences/SINBAD/2012/Fall/aravkin2012SINBADgsf/aravkin2012SINBADgsf_pres.pdf
Citation Keyaravkin2012SINBADgsf