Li, Xin; Wu, Dongya Low-rank matrix estimation via nonconvex optimization methods in multi-response errors-in-variables regression. (English) Zbl 07795429 J. Glob. Optim. 88, No. 1, 79-114 (2024). MSC: 90C26 62H12 65F55 PDFBibTeX XMLCite \textit{X. Li} and \textit{D. Wu}, J. Glob. Optim. 88, No. 1, 79--114 (2024; Zbl 07795429) Full Text: DOI
Fan, Xiequan; Alquier, Pierre; Doukhan, Paul Deviation inequalities for stochastic approximation by averaging. (English) Zbl 1502.60055 Stochastic Processes Appl. 152, 452-485 (2022). MSC: 60G42 60J05 60F10 60E15 PDFBibTeX XMLCite \textit{X. Fan} et al., Stochastic Processes Appl. 152, 452--485 (2022; Zbl 1502.60055) Full Text: DOI arXiv
Dong, Yining; Qin, S. Joe; Boyd, Stephen P. Extracting a low-dimensional predictable time series. (English) Zbl 07545237 Optim. Eng. 23, No. 2, 1189-1214 (2022). MSC: 62Mxx 62Hxx 93Exx PDFBibTeX XMLCite \textit{Y. Dong} et al., Optim. Eng. 23, No. 2, 1189--1214 (2022; Zbl 07545237) Full Text: DOI
Alquier, Pierre; Marie, Nicolas; Rosier, Amélie Tight risk bound for high dimensional time series completion. (English) Zbl 1493.62545 Electron. J. Stat. 16, No. 1, 3001-3035 (2022). MSC: 62M20 62H12 37A25 62H25 62M10 60B20 PDFBibTeX XMLCite \textit{P. Alquier} et al., Electron. J. Stat. 16, No. 1, 3001--3035 (2022; Zbl 1493.62545) Full Text: DOI arXiv Link
Garnier, Rémy; Langhendries, Raphaël Concentration inequalities for non-causal random fields. (English) Zbl 1490.60129 Electron. J. Stat. 16, No. 1, 1681-1725 (2022). MSC: 60G60 60G48 60E15 68Q32 62M45 PDFBibTeX XMLCite \textit{R. Garnier} and \textit{R. Langhendries}, Electron. J. Stat. 16, No. 1, 1681--1725 (2022; Zbl 1490.60129) Full Text: DOI Link