Li, Ningning; Chen, Wengu; Ge, Huanmin A general theory for subspace-sparse recovery. (English) Zbl 1498.65055 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250028, 22 p. (2022). MSC: 65F22 68W25 90C25 PDFBibTeX XMLCite \textit{N. Li} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250028, 22 p. (2022; Zbl 1498.65055) Full Text: DOI
Thomas, Brian St.; You, Kisung; Lin, Lizhen; Lim, Lek-Heng; Mukherjee, Sayan Learning subspaces of different dimensions. (English) Zbl 07547615 J. Comput. Graph. Stat. 31, No. 2, 337-350 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{B. St. Thomas} et al., J. Comput. Graph. Stat. 31, No. 2, 337--350 (2022; Zbl 07547615) Full Text: DOI arXiv
Dalalyan, Arnak S.; Minasyan, Arshak All-in-one robust estimator of the Gaussian mean. (English) Zbl 1486.62159 Ann. Stat. 50, No. 2, 1193-1219 (2022). MSC: 62H12 62F35 PDFBibTeX XMLCite \textit{A. S. Dalalyan} and \textit{A. Minasyan}, Ann. Stat. 50, No. 2, 1193--1219 (2022; Zbl 1486.62159) Full Text: DOI arXiv
Abdolali, Maryam; Gillis, Nicolas Beyond linear subspace clustering: a comparative study of nonlinear manifold clustering algorithms. (English) Zbl 1486.68139 Comput. Sci. Rev. 42, Article ID 100435, 24 p. (2021). MSC: 68T05 62H30 62R07 62R30 68T07 62-02 68-02 PDFBibTeX XMLCite \textit{M. Abdolali} and \textit{N. Gillis}, Comput. Sci. Rev. 42, Article ID 100435, 24 p. (2021; Zbl 1486.68139) Full Text: DOI arXiv
Li, Weiwei; Hannig, Jan; Mukherjee, Sayan Subspace clustering through sub-clusters. (English) Zbl 07370570 J. Mach. Learn. Res. 22, Paper No. 53, 37 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{W. Li} et al., J. Mach. Learn. Res. 22, Paper No. 53, 37 p. (2021; Zbl 07370570) Full Text: arXiv Link
Little, Anna; Maggioni, Mauro; Murphy, James M. Path-based spectral clustering: guarantees, robustness to outliers, and fast algorithms. (English) Zbl 1497.68430 J. Mach. Learn. Res. 21, Paper No. 6, 66 p. (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Little} et al., J. Mach. Learn. Res. 21, Paper No. 6, 66 p. (2020; Zbl 1497.68430) Full Text: arXiv Link
Li, Gen; Liu, Qinghua; Gu, Yuantao Rigorous restricted isometry property of low-dimensional subspaces. (English) Zbl 1448.94067 Appl. Comput. Harmon. Anal. 49, No. 2, 608-635 (2020). MSC: 94A12 15B52 47N70 62H30 PDFBibTeX XMLCite \textit{G. Li} et al., Appl. Comput. Harmon. Anal. 49, No. 2, 608--635 (2020; Zbl 1448.94067) Full Text: DOI arXiv
Zhang, Zhenyue; Xia, Yuqing Minimal sample subspace learning: theory and algorithms. (English) Zbl 1434.68488 J. Mach. Learn. Res. 20, Paper No. 143, 57 p. (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} and \textit{Y. Xia}, J. Mach. Learn. Res. 20, Paper No. 143, 57 p. (2019; Zbl 1434.68488) Full Text: arXiv Link
Maunu, Tyler; Zhang, Teng; Lerman, Gilad A well-tempered landscape for non-convex robust subspace recovery. (English) Zbl 1484.62063 J. Mach. Learn. Res. 20, Paper No. 37, 59 p. (2019). MSC: 62H12 62G35 62H25 PDFBibTeX XMLCite \textit{T. Maunu} et al., J. Mach. Learn. Res. 20, Paper No. 37, 59 p. (2019; Zbl 1484.62063) Full Text: arXiv Link
Yang, Yingzhen; Feng, Jiashi; Jojic, Nebojsa; Yang, Jianchao; Huang, Thomas S. Subspace learning by \(\ell^0\)-induced sparsity. (English) Zbl 1461.68203 Int. J. Comput. Vis. 126, No. 10, 1138-1156 (2018). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Yang} et al., Int. J. Comput. Vis. 126, No. 10, 1138--1156 (2018; Zbl 1461.68203) Full Text: DOI
Ray, Avik; Neeman, Joe; Sanghavi, Sujay; Shakkottai, Sanjay The search problem in mixture models. (English) Zbl 1469.68102 J. Mach. Learn. Res. 18(2017-2018), Paper No. 206, 61 p. (2018). MSC: 68T20 62H30 68T05 PDFBibTeX XMLCite \textit{A. Ray} et al., J. Mach. Learn. Res. 18, Paper No. 206, 61 p. (2018; Zbl 1469.68102) Full Text: arXiv Link
Tsakiris, Manolis C.; Vidal, René Dual principal component pursuit. (English) Zbl 1444.62081 J. Mach. Learn. Res. 19, Paper No. 18, 50 p. (2018). MSC: 62H25 62G35 62G32 90C05 PDFBibTeX XMLCite \textit{M. C. Tsakiris} and \textit{R. Vidal}, J. Mach. Learn. Res. 19, Paper No. 18, 50 p. (2018; Zbl 1444.62081) Full Text: arXiv Link
Jiang, Hao; Robinson, Daniel P.; Vidal, René; You, Chong A nonconvex formulation for low rank subspace clustering: algorithms and convergence analysis. (English) Zbl 1404.90126 Comput. Optim. Appl. 70, No. 2, 395-418 (2018). Reviewer: Gabriela Cristescu (Arad) MSC: 90C30 PDFBibTeX XMLCite \textit{H. Jiang} et al., Comput. Optim. Appl. 70, No. 2, 395--418 (2018; Zbl 1404.90126) Full Text: DOI
Lee, Choon-Meng; Cheong, Loong-Fah Minimal basis subspace representation: a unified framework for rigid and non-rigid motion segmentation. (English) Zbl 1458.68235 Int. J. Comput. Vis. 121, No. 2, 209-233 (2017). MSC: 68T45 PDFBibTeX XMLCite \textit{C.-M. Lee} and \textit{L.-F. Cheong}, Int. J. Comput. Vis. 121, No. 2, 209--233 (2017; Zbl 1458.68235) Full Text: DOI
Heckel, Reinhard; Tschannen, Michael; Bölcskei, Helmut Dimensionality-reduced subspace clustering. (English) Zbl 1383.62177 Inf. Inference 6, No. 3, 246-283 (2017). MSC: 62H30 94A12 PDFBibTeX XMLCite \textit{R. Heckel} et al., Inf. Inference 6, No. 3, 246--283 (2017; Zbl 1383.62177) Full Text: DOI arXiv
Tsakiris, Manolis C.; Vidal, René Filtrated algebraic subspace clustering. (English) Zbl 1364.13027 SIAM J. Imaging Sci. 10, No. 1, 372-415 (2017). MSC: 13P05 13P25 14M99 68T10 PDFBibTeX XMLCite \textit{M. C. Tsakiris} and \textit{R. Vidal}, SIAM J. Imaging Sci. 10, No. 1, 372--415 (2017; Zbl 1364.13027) Full Text: DOI arXiv
Tang, Kewei; Dunson, David B.; Su, Zhixun; Liu, Risheng; Zhang, Jie; Dong, Jiangxin Subspace segmentation by dense block and sparse representation. (English) Zbl 1414.68078 Neural Netw. 75, 66-76 (2016). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{K. Tang} et al., Neural Netw. 75, 66--76 (2016; Zbl 1414.68078) Full Text: DOI
Hosseini, Reshad; Sra, Suvrit; Theis, Lucas; Bethge, Matthias Inference and mixture modeling with the elliptical Gamma distribution. (English) Zbl 1466.62102 Comput. Stat. Data Anal. 101, 29-43 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{R. Hosseini} et al., Comput. Stat. Data Anal. 101, 29--43 (2016; Zbl 1466.62102) Full Text: DOI arXiv
Zhang, Hongyang; Lin, Zhouchen; Zhang, Chao; Gao, Junbin Relations among some low-rank subspace recovery models. (English) Zbl 1418.62250 Neural Comput. 27, No. 9, 1915-1950 (2015). MSC: 62H25 62G35 PDFBibTeX XMLCite \textit{H. Zhang} et al., Neural Comput. 27, No. 9, 1915--1950 (2015; Zbl 1418.62250) Full Text: DOI arXiv
Rodrigues, Miguel; Nokleby, Matthew; Renna, Francesco; Calderbank, Robert Compressive classification: where wireless communications meets machine learning. (English) Zbl 1332.94011 Boche, Holger (ed.) et al., Compressed sensing and its applications. MATHEON workshop, Berlin, Germany, December 2013. Cham: Birkhäuser/Springer (ISBN 978-3-319-16041-2/hbk; 978-3-319-16042-9/ebook). Applied and Numerical Harmonic Analysis, 451-468 (2015). MSC: 94A05 68T05 PDFBibTeX XMLCite \textit{M. Rodrigues} et al., in: Compressed sensing and its applications. MATHEON workshop, Berlin, Germany, December 2013. Cham: Birkhäuser/Springer. 451--468 (2015; Zbl 1332.94011) Full Text: DOI
Poling, Bryan; Lerman, Gilad A new approach to two-view motion segmentation using global dimension minimization. (English) Zbl 1328.68249 Int. J. Comput. Vis. 108, No. 3, 165-185 (2014). MSC: 68T45 62H30 62H35 62F35 PDFBibTeX XMLCite \textit{B. Poling} and \textit{G. Lerman}, Int. J. Comput. Vis. 108, No. 3, 165--185 (2014; Zbl 1328.68249) Full Text: DOI arXiv
Lerman, Gilad; Zhang, Teng \(l_p\)-recovery of the most significant subspace among multiple subspaces with outliers. (English) Zbl 1318.62161 Constr. Approx. 40, No. 3, 329-385 (2014). MSC: 62G35 60D05 62-07 68T10 68Q32 PDFBibTeX XMLCite \textit{G. Lerman} and \textit{T. Zhang}, Constr. Approx. 40, No. 3, 329--385 (2014; Zbl 1318.62161) Full Text: DOI arXiv
Aldroubi, Akram; Sekmen, Ali Reduced row echelon form and non-linear approximation for subspace segmentation and high-dimensional data clustering. (English) Zbl 1314.94011 Appl. Comput. Harmon. Anal. 37, No. 2, 271-287 (2014). MSC: 94A08 94A12 94A15 PDFBibTeX XMLCite \textit{A. Aldroubi} and \textit{A. Sekmen}, Appl. Comput. Harmon. Anal. 37, No. 2, 271--287 (2014; Zbl 1314.94011) 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, Teng; Szlam, Arthur; Wang, Yi; Lerman, Gilad Hybrid linear modeling via local best-fit flats. (English) Zbl 1259.68207 Int. J. Comput. Vis. 100, No. 3, 217-240 (2012). MSC: 68T45 PDFBibTeX XMLCite \textit{T. Zhang} et al., Int. J. Comput. Vis. 100, No. 3, 217--240 (2012; Zbl 1259.68207) Full Text: DOI arXiv