Ruthotto, Lars; Haber, Eldad An introduction to deep generative modeling. (English) Zbl 07778827 GAMM-Mitt. 44, No. 2, Article ID 202100008, 24 p. (2021). MSC: 68-01 68T07 65K10 PDFBibTeX XMLCite \textit{L. Ruthotto} and \textit{E. Haber}, GAMM-Mitt. 44, No. 2, Article ID 202100008, 24 p. (2021; Zbl 07778827) Full Text: DOI arXiv
Fung, Samy Wu; Tyrväinen, Sanna; Ruthotto, Lars; Haber, Eldad ADMM-softmax: an ADMM approach for multinomial logistic regression. (English) Zbl 07192774 ETNA, Electron. Trans. Numer. Anal. 52, 214-229 (2020). MSC: 65J22 90C25 49M27 PDFBibTeX XMLCite \textit{S. W. Fung} et al., ETNA, Electron. Trans. Numer. Anal. 52, 214--229 (2020; Zbl 07192774) Full Text: DOI arXiv Link
Ruthotto, Lars; Haber, Eldad Deep neural networks motivated by partial differential equations. (English) Zbl 1434.68522 J. Math. Imaging Vis. 62, No. 3, 352-364 (2020). MSC: 68T07 35Q68 68U10 PDFBibTeX XMLCite \textit{L. Ruthotto} and \textit{E. Haber}, J. Math. Imaging Vis. 62, No. 3, 352--364 (2020; Zbl 1434.68522) Full Text: DOI arXiv
Haber, Eldad; Ruthotto, Lars Stable architectures for deep neural networks. (English) Zbl 1426.68236 Inverse Probl. 34, No. 1, Article ID 014004, 22 p. (2018). MSC: 68T05 34A55 68T07 PDFBibTeX XMLCite \textit{E. Haber} and \textit{L. Ruthotto}, Inverse Probl. 34, No. 1, Article ID 014004, 22 p. (2018; Zbl 1426.68236) Full Text: DOI arXiv
Haber, Eldad; Lucka, Felix; Ruthotto, Lars Never look back - A modified EnKF method and its application to the training of neural networks without back propagation. arXiv:1805.08034 Preprint, arXiv:1805.08034 [math.NA] (2018). MSC: 65K10 65M32 BibTeX Cite \textit{E. Haber} et al., ``Never look back - A modified EnKF method and its application to the training of neural networks without back propagation'', Preprint, arXiv:1805.08034 [math.NA] (2018) Full Text: arXiv OA License
Treister, Eran; Ruthotto, Lars; Sharoni, Michal; Zafrani, Sapir; Haber, Eldad Low-Cost Parameterizations of Deep Convolutional Neural Networks. arXiv:1805.07821 Preprint, arXiv:1805.07821 [cs.NA] (2018). BibTeX Cite \textit{E. Treister} et al., ``Low-Cost Parameterizations of Deep Convolutional Neural Networks'', Preprint, arXiv:1805.07821 [cs.NA] (2018) Full Text: arXiv OA License
Ruthotto, Lars; Treister, Eran; Haber, Eldad jInv – a flexible Julia package for PDE parameter estimation. (English) Zbl 1373.86013 SIAM J. Sci. Comput. 39, No. 5, S702-S722 (2017). MSC: 86A22 65M32 35Q93 65Y05 PDFBibTeX XMLCite \textit{L. Ruthotto} et al., SIAM J. Sci. Comput. 39, No. 5, S702--S722 (2017; Zbl 1373.86013) Full Text: DOI arXiv
Fohring, J.; Haber, E.; Ruthotto, L. Geophysical imaging of fluid flow in porous media. (English) Zbl 1305.86009 SIAM J. Sci. Comput. 36, No. 5, S218-S236 (2014). MSC: 86A22 86A05 65M32 47A52 47J05 PDFBibTeX XMLCite \textit{J. Fohring} et al., SIAM J. Sci. Comput. 36, No. 5, S218--S236 (2014; Zbl 1305.86009) Full Text: DOI