Bunea, Florentina (ed.); Nowak, Robert (ed.); Tsybakov, Alexandre B. (ed.) Re-thinking high-dimensional mathematical statistics. Abstracts from the workshop held May 15–21, 2022. (English) Zbl 1519.00015 Oberwolfach Rep. 19, No. 2, 1377-1430 (2022). MSC: 00B05 00B25 62-06 62Rxx PDFBibTeX XMLCite \textit{F. Bunea} (ed.) et al., Oberwolfach Rep. 19, No. 2, 1377--1430 (2022; Zbl 1519.00015) Full Text: DOI
Bunea, Florentina; Tsybakov, Alexandre B.; Wegkamp, Marten H.; Barbu, Adrian SPADES and mixture models. (English) Zbl 1198.62025 Ann. Stat. 38, No. 4, 2525-2558 (2010). MSC: 62G07 65C60 62G20 62G08 PDFBibTeX XMLCite \textit{F. Bunea} et al., Ann. Stat. 38, No. 4, 2525--2558 (2010; Zbl 1198.62025) Full Text: DOI arXiv
Bunea, Florentina; Tsybakov, Alexandre; Wegkamp, Marten H. Sparsity oracle inequalities for the Lasso. (English) Zbl 1146.62028 Electron. J. Stat. 1, 169-194 (2007). MSC: 62G08 60E15 PDFBibTeX XMLCite \textit{F. Bunea} et al., Electron. J. Stat. 1, 169--194 (2007; Zbl 1146.62028) Full Text: DOI arXiv
Bunea, Florentina; Tsybakov, Alexandre B.; Wegkamp, Marten H. Sparse density estimation with \(\ell _{1}\) penalties. (English) Zbl 1203.62053 Bshouty, Nader H. (ed.) et al., Learning theory. 20th annual conference on learning theory, COLT 2007, San Diego, CA, USA, June 13–15, 2007. Proceedings. Berlin: Springer (ISBN 978-3-540-72925-9). Lecture Notes in Computer Science 4539. Lecture Notes in Artificial Intelligence, 530-543 (2007). MSC: 62G07 PDFBibTeX XMLCite \textit{F. Bunea} et al., Lect. Notes Comput. Sci. 4539, 530--543 (2007; Zbl 1203.62053) Full Text: DOI
Bunea, Florentina; Tsybakov, Alexandre B.; Wegkamp, Marten H. Aggregation for Gaussian regression. (English) Zbl 1209.62065 Ann. Stat. 35, No. 4, 1674-1697 (2007). MSC: 62G08 62C20 62G05 62G20 PDFBibTeX XMLCite \textit{F. Bunea} et al., Ann. Stat. 35, No. 4, 1674--1697 (2007; Zbl 1209.62065) Full Text: DOI arXiv
Bunea, Florentina; Tsybakov, Alexandre B.; Wegkamp, Marten H. Aggregation and sparsity via \(\ell _{1}\) penalized least squares. (English) Zbl 1143.62319 Lugosi, Gabor (ed.) et al., Learning theory. 19th annual conference on learning theory, COLT 2006, Pittsburgh, PA, USA, June 22–25, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-35294-5/pbk). Lecture Notes in Computer Science 4005. Lecture Notes in Artificial Intelligence, 379-391 (2006). MSC: 62G08 PDFBibTeX XMLCite \textit{F. Bunea} et al., Lect. Notes Comput. Sci. 4005, 379--391 (2006; Zbl 1143.62319) Full Text: DOI
Bunea, Florentina; Tsybakov, Alexandre; Wegkamp, Marten Aggregation for Regression Learning. arXiv:math/0410214 Preprint, arXiv:math/0410214 [math.ST] (2004). MSC: 62G08 62C20 62G05 62G20 BibTeX Cite \textit{F. Bunea} et al., ``Aggregation for Regression Learning'', Preprint, arXiv:math/0410214 [math.ST] (2004) Full Text: arXiv