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Found 1,147 Documents (Results 1–100)

Gradient descent on infinitely wide neural networks: global convergence and generalization. (English) Zbl 07822598

Beliaev, Dmitry (ed.) et al., International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6–14, 2022. Volume 7. Sections 15–20. Berlin: European Mathematical Society (EMS). 5398-5419 (2023).
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Stochastic computational methods and experiment design. (English. Russian original) Zbl 1522.65009

Vestn. St. Petersbg. Univ., Math. 56, No. 2, 135-142 (2023); translation from Vestn. St-Peterbg. Univ., Ser. I, Mat. Mekh. Astron. 10(68), No. 2, 187-199 (2023).
MSC:  65C05 62K05 65-02
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Introduction to scientific computing and data analysis. 2nd edition. (English) Zbl 07687312

Texts in Computational Science and Engineering 13. Cham: Springer (ISBN 978-3-031-22429-4/hbk; 978-3-031-22432-4/pbk; 978-3-031-22430-0/ebook). xvi, 554 p. (2023).
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Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots. arXiv:2311.17007

Preprint, arXiv:2311.17007 [cs.LG] (2023).
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Applications of linear and nonlinear models. Fixed effects, random effects, and total least squares. 2nd edition. (English) Zbl 07669444

Springer Geophysics. Cham: Springer (ISBN 978-3-030-94597-8/hbk; 978-3-030-94600-5/pbk; 978-3-030-94598-5/ebook). xxv, 1113 p. (2022).
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Derivative-informed projected neural networks for high-dimensional parametric maps governed by PDEs. (English) Zbl 1507.62299

Comput. Methods Appl. Mech. Eng. 388, Article ID 114199, 24 p. (2022); corrigendum ibid. 403, Part A, Article ID 115673, 1 p. (2022).
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Dynamics of an artificial slope. (English) Zbl 1488.65030

Chleboun, J. (ed.) et al., Programs and algorithms of numerical mathematics 20. Proceedings of the 20th seminar (PANM), Hejnice, Czech Republic, June 21–26, 2020. Prague: Czech Academy of Sciences, Institute of Mathematics. 9-20 (2021).
Reviewer: Michal Krizek
MSC:  65D17 62J02
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