Li, Zhemin; Sun, Tao; Wang, Hongxia; Wang, Bao Adaptive and implicit regularization for matrix completion. (English) Zbl 1524.68321 SIAM J. Imaging Sci. 15, No. 4, 2000-2022 (2022). MSC: 68T07 15A83 68U10 PDFBibTeX XMLCite \textit{Z. Li} et al., SIAM J. Imaging Sci. 15, No. 4, 2000--2022 (2022; Zbl 1524.68321) Full Text: DOI arXiv
Kervazo, Christophe; Gillis, Nicolas; Dobigeon, Nicolas Provably robust blind source separation of linear-quadratic near-separable mixtures. (English) Zbl 1482.65028 SIAM J. Imaging Sci. 14, No. 4, 1848-1889 (2021). MSC: 65D18 65F55 68Q25 PDFBibTeX XMLCite \textit{C. Kervazo} et al., SIAM J. Imaging Sci. 14, No. 4, 1848--1889 (2021; Zbl 1482.65028) Full Text: DOI arXiv
Teboulle, Marc; Vaisbourd, Yakov Novel proximal gradient methods for nonnegative matrix factorization with sparsity constraints. (English) Zbl 1442.90154 SIAM J. Imaging Sci. 13, No. 1, 381-421 (2020). MSC: 90C26 90C30 49M37 65K10 PDFBibTeX XMLCite \textit{M. Teboulle} and \textit{Y. Vaisbourd}, SIAM J. Imaging Sci. 13, No. 1, 381--421 (2020; Zbl 1442.90154) Full Text: DOI
Schmitz, Morgan A.; Heitz, Matthieu; Bonneel, Nicolas; Ngolè, Fred; Coeurjolly, David; Cuturi, Marco; Peyré, Gabriel; Starck, Jean-Luc Wasserstein dictionary learning: optimal transport-based unsupervised nonlinear dictionary learning. (English) Zbl 1437.94027 SIAM J. Imaging Sci. 11, No. 1, 643-678 (2018). MSC: 94A08 49M99 90C08 PDFBibTeX XMLCite \textit{M. A. Schmitz} et al., SIAM J. Imaging Sci. 11, No. 1, 643--678 (2018; Zbl 1437.94027) Full Text: DOI arXiv
Cuturi, Marco; Peyré, Gabriel A smoothed dual approach for variational Wasserstein problems. (English) Zbl 1421.49027 SIAM J. Imaging Sci. 9, No. 1, 320-343 (2016). MSC: 49M29 49N15 PDFBibTeX XMLCite \textit{M. Cuturi} and \textit{G. Peyré}, SIAM J. Imaging Sci. 9, No. 1, 320--343 (2016; Zbl 1421.49027) Full Text: DOI arXiv
Pock, Thomas; Sabach, Shoham Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems. (English) Zbl 1358.90109 SIAM J. Imaging Sci. 9, No. 4, 1756-1787 (2016). MSC: 90C26 90C30 49M37 65K10 PDFBibTeX XMLCite \textit{T. Pock} and \textit{S. Sabach}, SIAM J. Imaging Sci. 9, No. 4, 1756--1787 (2016; Zbl 1358.90109) Full Text: DOI arXiv
Cuturi, Marco; Peyré, Gabriel A smoothed dual approach for variational Wasserstein problems. (English) Zbl 1335.49076 SIAM J. Imaging Sci. 9, No. 1, 320-343 (2016). MSC: 49Q20 49M29 49J20 90C08 90C25 65D99 68U10 PDFBibTeX XMLCite \textit{M. Cuturi} and \textit{G. Peyré}, SIAM J. Imaging Sci. 9, No. 1, 320--343 (2016; Zbl 1335.49076) Full Text: DOI
Gillis, Nicolas; Ma, Wing-Kin Enhancing pure-pixel identification performance via preconditioning. (English) Zbl 1325.65083 SIAM J. Imaging Sci. 8, No. 2, 1161-1186 (2015). MSC: 65K05 90C22 65F08 90C55 PDFBibTeX XMLCite \textit{N. Gillis} and \textit{W.-K. Ma}, SIAM J. Imaging Sci. 8, No. 2, 1161--1186 (2015; Zbl 1325.65083) Full Text: DOI arXiv