Frénay, Benoît; Doquire, Gauthier; Verleysen, Michel Estimating mutual information for feature selection in the presence of label noise. (English) Zbl 1471.62064 Comput. Stat. Data Anal. 71, 832-848 (2014). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{B. Frénay} et al., Comput. Stat. Data Anal. 71, 832--848 (2014; Zbl 1471.62064) Full Text: DOI
Bootkrajang, Jakramate; Kabán, Ata Learning kernel logistic regression in the presence of class label noise. (English) Zbl 1373.68314 Pattern Recognition 47, No. 11, 3641-3655 (2014). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Bootkrajang} and \textit{A. Kabán}, Pattern Recognition 47, No. 11, 3641--3655 (2014; Zbl 1373.68314) Full Text: DOI Link
Awasthi, Pranjal; Balcan, Maria Florina; Long, Philip M. The power of localization for efficiently learning linear separators with noise. (English) Zbl 1315.68162 Proceedings of the 46th annual ACM symposium on theory of computing, STOC ’14, New York, NY, USA, May 31 – June 3, 2014. New York, NY: Association for Computing Machinery (ACM) (ISBN 978-1-4503-2710-7). 449-458 (2014). MSC: 68Q32 68T05 PDFBibTeX XMLCite \textit{P. Awasthi} et al., in: Proceedings of the 46th annual ACM symposium on theory of computing, STOC '14, New York, NY, USA, May 31 -- June 3, 2014. New York, NY: Association for Computing Machinery (ACM). 449--458 (2014; Zbl 1315.68162) Full Text: DOI arXiv