Bubba, Tatiana A.; Burger, Martin; Helin, Tapio; Ratti, Luca Convex regularization in statistical inverse learning problems. (English) Zbl 07725198 Inverse Probl. Imaging 17, No. 6, 1193-1225 (2023). MSC: 62G08 62G20 65J22 68Q32 PDFBibTeX XMLCite \textit{T. A. Bubba} et al., Inverse Probl. Imaging 17, No. 6, 1193--1225 (2023; Zbl 07725198) Full Text: DOI arXiv
Lucka, Felix; Proksch, Katharina; Brune, Christoph; Bissantz, Nicolai; Burger, Martin; Dette, Holger; Wübbeling, Frank Risk estimators for choosing regularization parameters in ill-posed problems – properties and limitations. (English) Zbl 06945044 Inverse Probl. Imaging 12, No. 5, 1121-1155 (2018). MSC: 65F22 62F12 49N45 PDFBibTeX XMLCite \textit{F. Lucka} et al., Inverse Probl. Imaging 12, No. 5, 1121--1155 (2018; Zbl 06945044) Full Text: DOI arXiv
Heins, Pia; Moeller, Michael; Burger, Martin Locally sparse reconstruction using the \(\ell^{1,\infty}\)-norm. (English) Zbl 1332.65062 Inverse Probl. Imaging 9, No. 4, 1093-1137 (2015). MSC: 65F50 49N45 68U10 PDFBibTeX XMLCite \textit{P. Heins} et al., Inverse Probl. Imaging 9, No. 4, 1093--1137 (2015; Zbl 1332.65062) Full Text: DOI arXiv
Burger, Martin; Pietschmann, Jan-Frederik; Wolfram, Marie-Therese Identification of nonlinearities in transport-diffusion models of crowded motion. (English) Zbl 1292.35322 Inverse Probl. Imaging 7, No. 4, 1157-1182 (2013). MSC: 35R30 65N21 35K60 PDFBibTeX XMLCite \textit{M. Burger} et al., Inverse Probl. Imaging 7, No. 4, 1157--1182 (2013; Zbl 1292.35322) Full Text: DOI