Composite convex smooth optimization with seismic data processing applications
| Title | Composite convex smooth optimization with seismic data processing applications |
| Publication Type | Presentation |
| Year of Publication | 2016 |
| Authors | Curt Da Silva, Felix J. Herrmann |
| Keywords | Presentation, SINBAD, SINBADFALL2016, SLIM |
| Abstract | In this work, we show a general technique for solving optimization problems that are comprised of minimizing a composition of a convex, non-smooth function with a smooth function. We demonstrate this technique in the seismic data processing context applied to robust missing trace interpolation in the low-rank Hierarchical Tucker tensor format as well as cosparsity-based missing trace interpolation. |
| URL | https://slim.gatech.edu/Publications/Public/Conferences/SINBAD/2016/Fall/dasilva2016SINBADFccs/dasilva2016SINBADFccs.pdf |
| URL2 | |
| Citation Key | dasilva2016SINBADFccs |