Generalized SPGL1: from theory to applications

TitleGeneralized SPGL1: from theory to applications
Publication TypePresentation
Year of Publication2012
AuthorsAleksandr Y. Aravkin
KeywordsPresentation, SINBAD, SINBADFALL2012, SLIM

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.

Citation Keyaravkin2012SINBADgsf