Lars Ruthotto

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Papers (19)

1. Mixed Precision Training of Neural ODEs cs.LG · 2025 · author #3
2. LeanResNet: A Low-cost Yet Effective Convolutional Residual Networks cs.LG · 2019 · author #2
3. IMEXnet: A Forward Stable Deep Neural Network cs.CV · 2019 · author #4
4. ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic Regression cs.LG · 2019 · author #3
5. Gauss-Newton Optimization for Phase Recovery from the Bispectrum math.NA · 2018 · author #3
6. An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation math.NA · 2018 · author #2
7. Never look back - A modified EnKF method and its application to the training of neural networks without back propagation math.NA · 2018 · author #3
8. Low-Cost Parameterizations of Deep Convolutional Neural Networks cs.NA · 2018 · author #2
9. Deep Neural Networks Motivated by Partial Differential Equations cs.LG · 2018 · author #1
10. A Bayesian framework for molecular strain identification from mixed diagnostic samples stat.AP · 2018 · author #6
11. Reversible Architectures for Arbitrarily Deep Residual Neural Networks cs.CV · 2017 · author #4
12. Optimal Experimental Design for Constrained Inverse Problems math.NA · 2017 · author #1
13. A Multiscale Method for Model Order Reduction in PDE Parameter Estimation math.NA · 2017 · author #2
14. LAP: a Linearize and Project Method for Solving Inverse Problems with Coupled Variables math.NA · 2017 · author #3
15. Stable Architectures for Deep Neural Networks cs.LG · 2017 · author #2
16. A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration cs.CV · 2017 · author #2
17. Learning across scales - A multiscale method for Convolution Neural Networks cs.NE · 2017 · author #2
18. Efficient Numerical Optimization For Susceptibility Artifact Correction Of EPI-MRI math.OC · 2016 · author #2
19. jInv -- a flexible Julia package for PDE parameter estimation cs.MS · 2016 · author #1

Mentions

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Frequent Coauthors

• Eldad Haber 10 shared papers
• Eran Treister 4 shared papers
• Samy Wu Fung 3 shared papers
• Elliot Holtham 2 shared papers
• James Nagy 2 shared papers
• Andreas Mang 1 shared papers
• Asteroide Santana 1 shared papers
• Bo Chang 1 shared papers
• Brynjulf Owren 1 shared papers
• David Begert 1 shared papers
• Elena Celledoni 1 shared papers
• Felix Lucka 1 shared papers
• James Herring 1 shared papers
• James L. Herring 1 shared papers
• Jan Macdonald 1 shared papers
• Jonathan Ephrath 1 shared papers
• Julianne Chung 1 shared papers
• Keegan Lensink 1 shared papers
• Lauri Mustonen 1 shared papers
• Lili Meng 1 shared papers