Lafferty, John; Liu, Han; Wasserman, Larry Sparse nonparametric graphical models. (English) Zbl 1331.62219 Stat. Sci. 27, No. 4, 519-537 (2012). MSC: 62G07 62A09 62H05 PDFBibTeX XMLCite \textit{J. Lafferty} et al., Stat. Sci. 27, No. 4, 519--537 (2012; Zbl 1331.62219) Full Text: DOI arXiv Euclid
Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry The huge package for high-dimensional undirected graph estimation in R. (English) Zbl 1283.68311 J. Mach. Learn. Res. 13, 1059-1062 (2012). MSC: 68T05 62-04 68-04 68N15 PDFBibTeX XMLCite \textit{T. Zhao} et al., J. Mach. Learn. Res. 13, 1059--1062 (2012; Zbl 1283.68311) Full Text: arXiv Link
Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry High-dimensional semiparametric Gaussian copula graphical models. (English) Zbl 1297.62073 Ann. Stat. 40, No. 4, 2293-2326 (2012). MSC: 62G05 62G20 62F12 62H20 PDFBibTeX XMLCite \textit{H. Liu} et al., Ann. Stat. 40, No. 4, 2293--2326 (2012; Zbl 1297.62073) Full Text: DOI arXiv Euclid
Kolar, Mladen; Lafferty, John; Wasserman, Larry Union support recovery in multi-task learning. (English) Zbl 1280.62047 J. Mach. Learn. Res. 12, 2415-2435 (2011). MSC: 62G08 62J07 68T05 PDFBibTeX XMLCite \textit{M. Kolar} et al., J. Mach. Learn. Res. 12, 2415--2435 (2011; Zbl 1280.62047) Full Text: arXiv Link
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry Forest density estimation. (English) Zbl 1280.62045 J. Mach. Learn. Res. 12, 907-951 (2011). MSC: 62G07 62H12 62M05 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 12, 907--951 (2011; Zbl 1280.62045) Full Text: arXiv Link
Zhou, Shuheng; Lafferty, John; Wasserman, Larry Time varying undirected graphs. (English) Zbl 1475.62174 Mach. Learn. 80, No. 2-3, 295-319 (2010). MSC: 62H22 62H12 05C90 PDFBibTeX XMLCite \textit{S. Zhou} et al., Mach. Learn. 80, No. 2--3, 295--319 (2010; Zbl 1475.62174) Full Text: DOI arXiv
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry Sparse additive models. (English) Zbl 1411.62107 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009-1030 (2009). MSC: 62G08 62G05 62H30 PDFBibTeX XMLCite \textit{P. Ravikumar} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 5, 1009--1030 (2009; Zbl 1411.62107) Full Text: DOI arXiv
Zhou, Shuheng; Lafferty, John; Wasserman, Larry Compressed and privacy-sensitive sparse regression. (English) Zbl 1367.62208 IEEE Trans. Inf. Theory 55, No. 2, 846-866 (2009). MSC: 62J02 62M20 68T05 94A05 94A12 PDFBibTeX XMLCite \textit{S. Zhou} et al., IEEE Trans. Inf. Theory 55, No. 2, 846--866 (2009; Zbl 1367.62208) Full Text: DOI
Liu, Han; Lafferty, John; Wasserman, Larry The nonparanormal: semiparametric estimation of high dimensional undirected graphs. (English) Zbl 1235.62035 J. Mach. Learn. Res. 10, 2295-2328 (2009). MSC: 62G05 62H99 05C99 PDFBibTeX XMLCite \textit{H. Liu} et al., J. Mach. Learn. Res. 10, 2295--2328 (2009; Zbl 1235.62035) Full Text: arXiv Link
Lafferty, John; Wasserman, Larry Rodeo: Sparse, greedy nonparametric regression. (English) Zbl 1132.62026 Ann. Stat. 36, No. 1, 28-63 (2008). MSC: 62G08 62G20 62G07 62G10 62G05 PDFBibTeX XMLCite \textit{J. Lafferty} and \textit{L. Wasserman}, Ann. Stat. 36, No. 1, 28--63 (2008; Zbl 1132.62026) Full Text: DOI arXiv Euclid
Lafferty, John; Wasserman, Larry Rodeo: Sparse Nonparametric Regression in High Dimensions. arXiv:math/0506342 Preprint, arXiv:math/0506342 [math.ST] (2005). MSC: 62G08 BibTeX Cite \textit{J. Lafferty} and \textit{L. Wasserman}, ``Rodeo: Sparse Nonparametric Regression in High Dimensions'', Preprint, arXiv:math/0506342 [math.ST] (2005) Full Text: arXiv