Liu, Shen; Liu, Hongyan Tagging items automatically based on both content information and browsing behaviors. (English) Zbl 07548815 INFORMS J. Comput. 33, No. 3, 882-897 (2021). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{S. Liu} and \textit{H. Liu}, INFORMS J. Comput. 33, No. 3, 882--897 (2021; Zbl 07548815) Full Text: DOI
Mortier, Thomas; Wydmuch, Marek; Dembczyński, Krzysztof; Hüllermeier, Eyke; Waegeman, Willem Efficient set-valued prediction in multi-class classification. (English) Zbl 1478.62173 Data Min. Knowl. Discov. 35, No. 4, 1435-1469 (2021). MSC: 62H30 62M20 PDFBibTeX XMLCite \textit{T. Mortier} et al., Data Min. Knowl. Discov. 35, No. 4, 1435--1469 (2021; Zbl 1478.62173) Full Text: DOI arXiv
Davoodi, Arash Gholami; Chang, Sean; Yoo, Hyun Gon; Baweja, Anubhav; Mongia, Mihir; Mohimani, Hosein ForestDSH: a universal hash design for discrete probability distributions. (English) Zbl 1473.68065 Data Min. Knowl. Discov. 35, No. 3, 748-795 (2021). MSC: 68P15 62H30 PDFBibTeX XMLCite \textit{A. G. Davoodi} et al., Data Min. Knowl. Discov. 35, No. 3, 748--795 (2021; Zbl 1473.68065) Full Text: DOI arXiv
Jung, Jinhong; Sael, Lee Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. (English) Zbl 1523.65037 Mach. Learn. 109, No. 12, 2333-2347 (2020); correction ibid. 110, No. 3, 619-620 (2021). MSC: 65F20 15A09 62J05 65F50 68T05 PDFBibTeX XMLCite \textit{J. Jung} and \textit{L. Sael}, Mach. Learn. 109, No. 12, 2333--2347 (2020; Zbl 1523.65037) Full Text: DOI arXiv
Khandagale, Sujay; Xiao, Han; Babbar, Rohit Bonsai: diverse and shallow trees for extreme multi-label classification. (English) Zbl 1523.68062 Mach. Learn. 109, No. 11, 2099-2119 (2020). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{S. Khandagale} et al., Mach. Learn. 109, No. 11, 2099--2119 (2020; Zbl 1523.68062) Full Text: DOI arXiv
Babbar, Rohit; Schölkopf, Bernhard Data scarcity, robustness and extreme multi-label classification. (English) Zbl 1493.68291 Mach. Learn. 108, No. 8-9, 1329-1351 (2019). MSC: 68T05 62H30 68T09 PDFBibTeX XMLCite \textit{R. Babbar} and \textit{B. Schölkopf}, Mach. Learn. 108, No. 8--9, 1329--1351 (2019; Zbl 1493.68291) Full Text: DOI
Burkhardt, Sophie; Kramer, Stefan Online multi-label dependency topic models for text classification. (English) Zbl 1458.68159 Mach. Learn. 107, No. 5, 859-886 (2018). MSC: 68T05 62H30 68U15 68W27 PDFBibTeX XMLCite \textit{S. Burkhardt} and \textit{S. Kramer}, Mach. Learn. 107, No. 5, 859--886 (2018; Zbl 1458.68159) Full Text: DOI
Liu, Weiwei; Tsang, Ivor W. Making decision trees feasible in ultrahigh feature and label dimensions. (English) Zbl 1434.68425 J. Mach. Learn. Res. 18(2017-2018), Paper No. 81, 36 p. (2017). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{W. Liu} and \textit{I. W. Tsang}, J. Mach. Learn. Res. 18, Paper No. 81, 36 p. (2017; Zbl 1434.68425) Full Text: Link