Tay, J. Kenneth; Aghaeepour, Nima; Hastie, Trevor; Tibshirani, Robert Feature-weighted elastic net: using “features of features” for “better prediction”. (English) Zbl 07688210 Stat. Sin. 33, No. 1, 259-279 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhao, Lei; Zhu, Dao-Li On iteration complexity of a first-order primal-dual method for nonlinear convex cone programming. (English) Zbl 1499.49087 J. Oper. Res. Soc. China 10, No. 1, 53-87 (2022). MSC: 49M27 68Q25 90C25 90C30 × Cite Format Result Cite Review PDF Full Text: DOI
Brzyski, Damian; Karas, Marta; M. Ances, Beau; Dzemidzic, Mario; Goñi, Joaquín; W. Randolph, Timothy; Harezlak, Jaroslaw Connectivity-informed adaptive regularization for generalized outcomes. (English. French summary) Zbl 07759575 Can. J. Stat. 49, No. 1, 203-227 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Watagoda, Lasanthi C. R. Pelawa; Olive, David J. Comparing six shrinkage estimators with large sample theory and asymptotically optimal prediction intervals. (English) Zbl 1482.62078 Stat. Pap. 62, No. 5, 2407-2431 (2021). MSC: 62J07 62J05 × Cite Format Result Cite Review PDF Full Text: DOI
Obiang, Eunice Okome; Jézéquel, Pascal; Proïa, Frédéric A partial graphical model with a structural prior on the direct links between predictors and responses. (English) Zbl 1469.62282 ESAIM, Probab. Stat. 25, 298-324 (2021). MSC: 62H22 62F30 62J05 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Ciuperca, Gabriela Adaptive elastic-net selection in a quantile model with diverging number of variable groups. (English) Zbl 1468.62272 Statistics 54, No. 5, 1147-1170 (2020). MSC: 62G08 62J05 65C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji High-dimensional Gaussian graphical models on network-linked data. (English) Zbl 1498.68249 J. Mach. Learn. Res. 21, Paper No. 74, 45 p. (2020). MSC: 68T05 62H22 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Chiquet, Julien; Mary-Huard, Tristan; Robin, Stéphane Structured regularization for conditional Gaussian graphical models. (English) Zbl 1505.62102 Stat. Comput. 27, No. 3, 789-804 (2017). MSC: 62-08 62H22 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Zhao, Sen; Shojaie, Ali A significance test for graph-constrained estimation. (English) Zbl 1419.62493 Biometrics 72, No. 2, 484-493 (2016). MSC: 62P10 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yang, Hu; Yi, Danhui Studies of the adaptive network-constrained linear regression and its application. (English) Zbl 1468.62217 Comput. Stat. Data Anal. 92, 40-52 (2015). MSC: 62-08 62J05 62P05 × Cite Format Result Cite Review PDF Full Text: DOI
Lu, Zhiwu; Wang, Liwei Noise-robust semi-supervised learning via fast sparse coding. (English) Zbl 1373.68325 Pattern Recognition 48, No. 2, 605-612 (2015). MSC: 68T05 94A08 × Cite Format Result Cite Review PDF Full Text: DOI
El Anbari, Mohammed; Mkhadri, Abdallah The adaptive gril estimator with a diverging number of parameters. (English) Zbl 1462.62414 Commun. Stat., Theory Methods 42, No. 14, 2634-2660 (2013). MSC: 62J05 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Slawski, Martin The structured elastic net for quantile regression and support vector classification. (English) Zbl 1322.62041 Stat. Comput. 22, No. 1, 153-168 (2012). MSC: 62-07 62J12 62H12 65C60 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Randolph, Timothy W.; Harezlak, Jaroslaw; Feng, Ziding Structured penalties for functional linear models – partially empirical eigenvectors for regression. (English) Zbl 1274.62455 Electron. J. Stat. 6, 323-353 (2012). MSC: 62J05 62J07 65F22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hernández-Lobato, Jose Miguel; Hernández-Lobato, Daniel; Suárez, Alberto Network-based sparse Bayesian classification. (English) Zbl 1213.68528 Pattern Recognition 44, No. 4, 886-900 (2011). MSC: 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Slawski, Martin; Castell, Wolfgang Zu; Tutz, Gerhard Feature selection guided by structural information. (English) Zbl 1194.62092 Ann. Appl. Stat. 4, No. 2, 1056-1080 (2010). MSC: 62J12 62H12 65C60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv