Colbrook, Matthew J. WARPd: a linearly convergent first-order primal-dual algorithm for inverse problems with approximate sharpness conditions. (English) Zbl 1496.65074 SIAM J. Imaging Sci. 15, No. 3, 1539-1575 (2022). MSC: 65K10 68U10 65Y20 68Q25 90C25 94A08 15A83 PDFBibTeX XMLCite \textit{M. J. Colbrook}, SIAM J. Imaging Sci. 15, No. 3, 1539--1575 (2022; Zbl 1496.65074) Full Text: DOI arXiv
Tran-Dinh, Quoc; Liang, Ling; Toh, Kim-Chuan A new homotopy proximal variable-metric framework for composite convex minimization. (English) Zbl 1498.90159 Math. Oper. Res. 47, No. 1, 508-539 (2022). Reviewer: Yisheng Song (Hong Kong) MSC: 90C25 90C31 90C06 90-08 PDFBibTeX XMLCite \textit{Q. Tran-Dinh} et al., Math. Oper. Res. 47, No. 1, 508--539 (2022; Zbl 1498.90159) Full Text: DOI arXiv
Mao, Xiaoyu; He, Hongjin; Xu, Hong-Kun A partially proximal linearized alternating minimization method for finding Dantzig selectors. (English) Zbl 1476.90299 Comput. Appl. Math. 40, No. 2, Paper No. 62, 15 p. (2021). MSC: 90C29 90C56 PDFBibTeX XMLCite \textit{X. Mao} et al., Comput. Appl. Math. 40, No. 2, Paper No. 62, 15 p. (2021; Zbl 1476.90299) Full Text: DOI
Tong, Can; Teng, Yueyang; Yao, Yudong; Qi, Shouliang; Li, Chen; Zhang, Tie Eigenvalue-free iterative shrinkage-thresholding algorithm for solving the linear inverse problems. (English) Zbl 1503.65080 Inverse Probl. 37, No. 6, Article ID 065013, 20 p. (2021). MSC: 65F22 62J07 65K05 90C20 94A12 PDFBibTeX XMLCite \textit{C. Tong} et al., Inverse Probl. 37, No. 6, Article ID 065013, 20 p. (2021; Zbl 1503.65080) Full Text: DOI
Wen, Bo; Xue, Xiaoping On the convergence of the iterates of proximal gradient algorithm with extrapolation for convex nonsmooth minimization problems. (English) Zbl 1432.90118 J. Glob. Optim. 75, No. 3, 767-787 (2019). MSC: 90C25 90C52 PDFBibTeX XMLCite \textit{B. Wen} and \textit{X. Xue}, J. Glob. Optim. 75, No. 3, 767--787 (2019; Zbl 1432.90118) Full Text: DOI
Park, Dohyung; Kyrillidis, Anastasios; Caramanis, Constantine; Sanghavi, Sujay Finding low-rank solutions via nonconvex matrix factorization, efficiently and provably. (English) Zbl 1419.90065 SIAM J. Imaging Sci. 11, No. 4, 2165-2204 (2018). MSC: 90C06 90C26 65K05 PDFBibTeX XMLCite \textit{D. Park} et al., SIAM J. Imaging Sci. 11, No. 4, 2165--2204 (2018; Zbl 1419.90065) Full Text: DOI arXiv
Yu, Yongchao; Peng, Jigen The matrix splitting based proximal fixed-point algorithms for quadratically constrained \(\ell_{1}\) minimization and Dantzig selector. (English) Zbl 1379.65039 Appl. Numer. Math. 125, 23-50 (2018); corrigendum ibid. 126, 199 (2018). MSC: 65K05 90C25 PDFBibTeX XMLCite \textit{Y. Yu} and \textit{J. Peng}, Appl. Numer. Math. 125, 23--50 (2018; Zbl 1379.65039) Full Text: DOI
Dorsch, Dominik; Rauhut, Holger Refined analysis of sparse MIMO radar. (English) Zbl 1402.94045 J. Fourier Anal. Appl. 23, No. 3, 485-529 (2017). MSC: 94A20 94A12 60B20 90C25 65F22 PDFBibTeX XMLCite \textit{D. Dorsch} and \textit{H. Rauhut}, J. Fourier Anal. Appl. 23, No. 3, 485--529 (2017; Zbl 1402.94045) Full Text: DOI arXiv
Bauschke, Heinz H.; Bolte, Jérôme; Teboulle, Marc A descent lemma beyond Lipschitz gradient continuity: first-order methods revisited and applications. (English) Zbl 1364.90251 Math. Oper. Res. 42, No. 2, 330-348 (2017). MSC: 90C25 65K05 PDFBibTeX XMLCite \textit{H. H. Bauschke} et al., Math. Oper. Res. 42, No. 2, 330--348 (2017; Zbl 1364.90251) Full Text: DOI Link
Karimi, Sahar; Vavasis, Stephen IMRO: A proximal quasi-Newton method for solving \(\ell_1\)-regularized least squares problems. (English) Zbl 1365.90202 SIAM J. Optim. 27, No. 2, 583-615 (2017). MSC: 90C25 90C30 90C53 90C90 65K05 49M37 49M15 PDFBibTeX XMLCite \textit{S. Karimi} and \textit{S. Vavasis}, SIAM J. Optim. 27, No. 2, 583--615 (2017; Zbl 1365.90202) Full Text: DOI arXiv
Tran-Dinh, Quoc Adaptive smoothing algorithms for nonsmooth composite convex minimization. (English) Zbl 1366.90168 Comput. Optim. Appl. 66, No. 3, 425-451 (2017). MSC: 90C25 90-08 PDFBibTeX XMLCite \textit{Q. Tran-Dinh}, Comput. Optim. Appl. 66, No. 3, 425--451 (2017; Zbl 1366.90168) Full Text: DOI arXiv
Wen, Bo; Chen, Xiaojun; Pong, Ting Kei Linear convergence of proximal gradient algorithm with extrapolation for a class of nonconvex nonsmooth minimization problems. (English) Zbl 1359.90138 SIAM J. Optim. 27, No. 1, 124-145 (2017). MSC: 90C30 65K05 90C25 90C26 PDFBibTeX XMLCite \textit{B. Wen} et al., SIAM J. Optim. 27, No. 1, 124--145 (2017; Zbl 1359.90138) Full Text: DOI arXiv
Candès, Emmanuel J.; Eldar, Yonina C.; Strohmer, Thomas; Voroninski, Vladislav Phase retrieval via matrix completion. (English) Zbl 1344.49057 SIAM Rev. 57, No. 2, 225-251 (2015). MSC: 49N45 49N30 49M37 90C25 94A08 94A20 68U10 PDFBibTeX XMLCite \textit{E. J. Candès} et al., SIAM Rev. 57, No. 2, 225--251 (2015; Zbl 1344.49057) Full Text: DOI
Quoc, Tran-Dinh; Kyrillidis, Anastasios; Cevher, Volkan Composite self-concordant minimization. (English) Zbl 1337.68231 J. Mach. Learn. Res. 16, 371-416 (2015). MSC: 68T05 90C25 PDFBibTeX XMLCite \textit{T.-D. Quoc} et al., J. Mach. Learn. Res. 16, 371--416 (2015; Zbl 1337.68231) Full Text: arXiv Link
Barekat, Farzin; Osher, Stanley A time continuation based fast approximate algorithm for compressed sensing related optimization. (English) Zbl 1322.49050 Math. Comput. 84, No. 296, 2791-2822 (2015). MSC: 49M29 65K10 90C25 PDFBibTeX XMLCite \textit{F. Barekat} and \textit{S. Osher}, Math. Comput. 84, No. 296, 2791--2822 (2015; Zbl 1322.49050) Full Text: DOI arXiv
Soltanolkotabi, Mahdi; Elhamifar, Ehsan; Candès, Emmanuel J. Robust subspace clustering. (English) Zbl 1360.62353 Ann. Stat. 42, No. 2, 669-699 (2014). MSC: 62H30 62H99 PDFBibTeX XMLCite \textit{M. Soltanolkotabi} et al., Ann. Stat. 42, No. 2, 669--699 (2014; Zbl 1360.62353) Full Text: DOI arXiv Euclid
Zhang, Zhengdong; Ganesh, Arvind; Liang, Xiao; Ma, Yi TILT: transform invariant low-rank textures. (English) Zbl 1254.68290 Int. J. Comput. Vis. 99, No. 1, 1-24 (2012). MSC: 68T45 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Int. J. Comput. Vis. 99, No. 1, 1--24 (2012; Zbl 1254.68290) Full Text: DOI arXiv
Becker, Stephen R.; Candès, Emmanuel J.; Grant, Michael C. Templates for convex cone problems with applications to sparse signal recovery. (English) Zbl 1257.90042 Math. Program. Comput. 3, No. 3, 165-218 (2011). MSC: 90C05 90C06 90C25 62J07 PDFBibTeX XMLCite \textit{S. R. Becker} et al., Math. Program. Comput. 3, No. 3, 165--218 (2011; Zbl 1257.90042) Full Text: DOI arXiv
Cai, Tony; Liu, Weidong A direct estimation approach to sparse linear discriminant analysis. (English) Zbl 1233.62129 J. Am. Stat. Assoc. 106, No. 496, 1566-1577 (2011). MSC: 62H30 62H12 90C05 62F12 90C90 62P10 PDFBibTeX XMLCite \textit{T. Cai} and \textit{W. Liu}, J. Am. Stat. Assoc. 106, No. 496, 1566--1577 (2011; Zbl 1233.62129) Full Text: DOI arXiv
Shen, Zuowei; Toh, Kim-Chuan; Yun, Sangwoon An accelerated proximal gradient algorithm for frame-based image restoration via the balanced approach. (English) Zbl 1219.94012 SIAM J. Imaging Sci. 4, No. 2, 573-596 (2011). MSC: 94A08 65T60 90C06 90C25 PDFBibTeX XMLCite \textit{Z. Shen} et al., SIAM J. Imaging Sci. 4, No. 2, 573--596 (2011; Zbl 1219.94012) Full Text: DOI Link