Li, Jialiang; Lv, Jing; Wan, Alan T. K.; Liao, Jun AdaBoost semiparametric model averaging prediction for multiple categories. (English) Zbl 1506.62329 J. Am. Stat. Assoc. 117, No. 537, 495-509 (2022). MSC: 62H30 68T05 PDFBibTeX XMLCite \textit{J. Li} et al., J. Am. Stat. Assoc. 117, No. 537, 495--509 (2022; Zbl 1506.62329) Full Text: DOI
Feng, Chen; Griffin, Paul; Kethireddy, Shravan; Mei, Yajun A boosting inspired personalized threshold method for sepsis screening. (English) Zbl 1521.62316 J. Appl. Stat. 48, No. 1, 154-175 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Feng} et al., J. Appl. Stat. 48, No. 1, 154--175 (2021; Zbl 1521.62316) Full Text: DOI Link
Yang, Yi; Guo, Yuxuan; Chang, Xiangyu Angle-based cost-sensitive multicategory classification. (English) Zbl 1510.62081 Comput. Stat. Data Anal. 156, Article ID 107107, 18 p. (2021). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{Y. Yang} et al., Comput. Stat. Data Anal. 156, Article ID 107107, 18 p. (2021; Zbl 1510.62081) Full Text: DOI arXiv
Carrizosa, Emilio; Molero-Río, Cristina; Romero Morales, Dolores Mathematical optimization in classification and regression trees. (English) Zbl 1467.90021 Top 29, No. 1, 5-33 (2021). MSC: 90C11 90C30 PDFBibTeX XMLCite \textit{E. Carrizosa} et al., Top 29, No. 1, 5--33 (2021; Zbl 1467.90021) Full Text: DOI
Bauvin, Baptiste; Capponi, Cécile; Roy, Jean-Francis; Laviolette, François Fast greedy \(\mathcal{C} \)-bound minimization with guarantees. (English) Zbl 1525.68110 Mach. Learn. 109, No. 9-10, 1945-1986 (2020). MSC: 68T05 62F15 62H30 90C90 PDFBibTeX XMLCite \textit{B. Bauvin} et al., Mach. Learn. 109, No. 9--10, 1945--1986 (2020; Zbl 1525.68110) Full Text: DOI
Han, Sunwoo; Kim, Hyunjoong; Lee, Yung-Seop Double random forest. (English) Zbl 1522.68458 Mach. Learn. 109, No. 8, 1569-1586 (2020). MSC: 68T05 62H30 68Q25 PDFBibTeX XMLCite \textit{S. Han} et al., Mach. Learn. 109, No. 8, 1569--1586 (2020; Zbl 1522.68458) Full Text: DOI
Aravkin, Aleksandr Y.; Bottegal, Giulio; Pillonetto, Gianluigi Boosting as a kernel-based method. (English) Zbl 1440.68201 Mach. Learn. 108, No. 11, 1951-1974 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Y. Aravkin} et al., Mach. Learn. 108, No. 11, 1951--1974 (2019; Zbl 1440.68201) Full Text: DOI arXiv
Geist, Matthieu Soft-max boosting. (English) Zbl 1341.68155 Mach. Learn. 100, No. 2-3, 305-332 (2015). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. Geist}, Mach. Learn. 100, No. 2--3, 305--332 (2015; Zbl 1341.68155) Full Text: DOI
Nie, Qingfeng; Jin, Lizuo; Fei, Shumin Probability estimation for multi-class classification using adaboost. (English) Zbl 1373.68329 Pattern Recognition 47, No. 12, 3931-3940 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Q. Nie} et al., Pattern Recognition 47, No. 12, 3931--3940 (2014; Zbl 1373.68329) Full Text: DOI
Fernández-Baldera, Antonio; Baumela, Luis Multi-class boosting with asymmetric binary weak-learners. (English) Zbl 1339.68221 Pattern Recognition 47, No. 5, 2080-2090 (2014). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{A. Fernández-Baldera} and \textit{L. Baumela}, Pattern Recognition 47, No. 5, 2080--2090 (2014; Zbl 1339.68221) Full Text: DOI
Chen, Yu-Chuan; Ha, Hyejung; Kim, Hyunjoong; Ahn, Hongshik Canonical forest. (English) Zbl 1306.65046 Comput. Stat. 29, No. 3-4, 849-867 (2014). MSC: 62-08 68T05 62H30 PDFBibTeX XMLCite \textit{Y.-C. Chen} et al., Comput. Stat. 29, No. 3--4, 849--867 (2014; Zbl 1306.65046) Full Text: DOI
Zhang, Zhihua; Chen, Cheng; Dai, Guang; Li, Wu-Jun; Yeung, Dit-Yan Multicategory large margin classification methods: hinge losses vs. coherence functions. (English) Zbl 1407.62244 Artif. Intell. 215, 55-78 (2014). MSC: 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Artif. Intell. 215, 55--78 (2014; Zbl 1407.62244) Full Text: DOI