Du, Jin-Hong; Guo, Yifeng; Wang, Xueqin High-dimensional portfolio selection with cardinality constraints. (English) Zbl 07707201 J. Am. Stat. Assoc. 118, No. 542, 779-791 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Wentz, Jacqueline; Doostan, Alireza Derivative-based SINDy (DSINDy): addressing the challenge of discovering governing equations from noisy data. (English) Zbl 1539.62229 Comput. Methods Appl. Mech. Eng. 413, Article ID 116096, 39 p. (2023). MSC: 62J07 37M10 65D10 90C25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Doss, Natalie; Wu, Yihong; Yang, Pengkun; Zhou, Harrison H. Optimal estimation of high-dimensional Gaussian location mixtures. (English) Zbl 1539.62090 Ann. Stat. 51, No. 1, 62-95 (2023). MSC: 62G07 62C20 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hokanson, Jeffrey M.; Constantine, Paul G. A Lipschitz matrix for parameter reduction in computational science. (English) Zbl 1525.65061 SIAM J. Sci. Comput. 43, No. 3, A1858-A1880 (2021). MSC: 65K99 26B35 62K05 68Q25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Otani, Naoya; Otsubo, Yosuke; Koike, Tetsuya; Sugiyama, Masashi Binary classification with ambiguous training data. (English) Zbl 1523.68067 Mach. Learn. 109, No. 12, 2369-2388 (2020). MSC: 68T05 62H30 68T20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lorenzen, Stephan S.; Igel, Christian; Seldin, Yevgeny On PAC-Bayesian bounds for random forests. (English) Zbl 1493.68306 Mach. Learn. 108, No. 8-9, 1503-1522 (2019). MSC: 68T05 62F15 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ramezanali, Mohammad; Mitra, Partha P.; Sengupta, Anirvan M. Critical behavior and universality classes for an algorithmic phase transition in sparse reconstruction. (English) Zbl 1416.62395 J. Stat. Phys. 175, No. 3-4, 764-788 (2019). MSC: 62J05 60B20 62J07 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Doran, Gary; Ray, Soumya Multiple-instance learning from distributions. (English) Zbl 1392.68343 J. Mach. Learn. Res. 17, Paper No. 128, 50 p. (2016). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: Link
Doran, Gary; Ray, Soumya A theoretical and empirical analysis of support vector machine methods for multiple-instance classification. (English) Zbl 1319.68173 Mach. Learn. 97, No. 1-2, 79-102 (2014). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Müller, Andreas C.; Behnke, Sven Pystruct-learning structured prediction in Python. (English) Zbl 1318.68150 J. Mach. Learn. Res. 15, 2055-2060 (2014). MSC: 68T05 62-04 62F10 × Cite Format Result Cite Review PDF Full Text: Link
Alwan, Aravind; Aluru, N. R. Improved statistical models for limited datasets in uncertainty quantification using stochastic collocation. (English) Zbl 1349.65044 J. Comput. Phys. 255, 521-539 (2013). MSC: 65C50 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
Monajemi, Hatef; Jafarpour, Sina; Gavish, Matan; Stat 330/CME 362 Collaboration; Donoho, David L. Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices. (English) Zbl 1292.94007 Proc. Natl. Acad. Sci. USA 110, No. 4, 1181-1186 (2013). MSC: 94A12 15B52 62H12 94A08 94A13 94A20 × Cite Format Result Cite Review PDF Full Text: DOI