Neamati, Daniel; Bhamidipati, Sriramya; Gao, Grace Risk-aware autonomous localization in harsh urban environments with mosaic zonotope shadow matching. (English) Zbl 07766485 Artif. Intell. 324, Article ID 104000, 33 p. (2023). MSC: 68T07 94A12 94A08 PDFBibTeX XMLCite \textit{D. Neamati} et al., Artif. Intell. 324, Article ID 104000, 33 p. (2023; Zbl 07766485) Full Text: DOI
Mazzi, Giulio; Castellini, Alberto; Farinelli, Alessandro Risk-aware shielding of partially observable Monte Carlo planning policies. (English) Zbl 07766476 Artif. Intell. 324, Article ID 103987, 26 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{G. Mazzi} et al., Artif. Intell. 324, Article ID 103987, 26 p. (2023; Zbl 07766476) Full Text: DOI
Ausset, Guillaume; Clémençon, Stephan; Portier, François Empirical risk minimization under random censorship. (English) Zbl 07625158 J. Mach. Learn. Res. 23, Paper No. 5, 59 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Ausset} et al., J. Mach. Learn. Res. 23, Paper No. 5, 59 p. (2022; Zbl 07625158) Full Text: arXiv Link
Chzhen, Evgenii; Schreuder, Nicolas A minimax framework for quantifying risk-fairness trade-off in regression. (English) Zbl 07610776 Ann. Stat. 50, No. 4, 2416-2442 (2022). MSC: 62A99 62C20 62G08 62G30 62J05 PDFBibTeX XMLCite \textit{E. Chzhen} and \textit{N. Schreuder}, Ann. Stat. 50, No. 4, 2416--2442 (2022; Zbl 07610776) Full Text: DOI arXiv
Boudabsa, Lotfi; Filipović, Damir Machine learning with kernels for portfolio valuation and risk management. (English) Zbl 1484.91417 Finance Stoch. 26, No. 2, 131-172 (2022). MSC: 91G10 68T05 PDFBibTeX XMLCite \textit{L. Boudabsa} and \textit{D. Filipović}, Finance Stoch. 26, No. 2, 131--172 (2022; Zbl 1484.91417) Full Text: DOI arXiv
Chen, Shunqin; Guo, Zhengfeng; Zhao, Xinlei Predicting mortgage early delinquency with machine learning methods. (English) Zbl 1487.91145 Eur. J. Oper. Res. 290, No. 1, 358-372 (2021). MSC: 91G40 62P05 68T05 PDFBibTeX XMLCite \textit{S. Chen} et al., Eur. J. Oper. Res. 290, No. 1, 358--372 (2021; Zbl 1487.91145) Full Text: DOI
Kwon, Yongchan; Kim, Wonyoung; Sugiyama, Masashi; Paik, Myunghee Cho Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric. (English) Zbl 1494.68218 Mach. Learn. 109, No. 3, 513-532 (2020). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Kwon} et al., Mach. Learn. 109, No. 3, 513--532 (2020; Zbl 1494.68218) Full Text: DOI arXiv
Norton, Matthew; Uryasev, Stan Maximization of AUC and buffered AUC in binary classification. (English) Zbl 1421.90099 Math. Program. 174, No. 1-2 (B), 575-612 (2019). MSC: 90C15 90C25 68T10 PDFBibTeX XMLCite \textit{M. Norton} and \textit{S. Uryasev}, Math. Program. 174, No. 1--2 (B), 575--612 (2019; Zbl 1421.90099) Full Text: DOI
Mercadier, Mathieu; Lardy, Jean-Pierre Credit spread approximation and improvement using random forest regression. (English) Zbl 1431.91415 Eur. J. Oper. Res. 277, No. 1, 351-365 (2019). MSC: 91G40 91G20 PDFBibTeX XMLCite \textit{M. Mercadier} and \textit{J.-P. Lardy}, Eur. J. Oper. Res. 277, No. 1, 351--365 (2019; Zbl 1431.91415) Full Text: DOI arXiv
Clémençon, Stephan; Colin, Igor; Bellet, Aurélien Scaling-up empirical risk minimization: optimization of incomplete \(U\)-statistics. (English) Zbl 1360.62173 J. Mach. Learn. Res. 17, Paper No. 76, 36 p. (2016). MSC: 62G08 62H30 68T05 PDFBibTeX XMLCite \textit{S. Clémençon} et al., J. Mach. Learn. Res. 17, Paper No. 76, 36 p. (2016; Zbl 1360.62173) Full Text: arXiv Link
Swaminathan, Adith; Joachims, Thorsten Batch learning from logged bandit feedback through counterfactual risk minimization. (English) Zbl 1351.68236 J. Mach. Learn. Res. 16, 1731-1755 (2015). MSC: 68T05 62G35 62H30 PDFBibTeX XMLCite \textit{A. Swaminathan} and \textit{T. Joachims}, J. Mach. Learn. Res. 16, 1731--1755 (2015; Zbl 1351.68236) Full Text: Link