Lars Ruthotto
Orcid: 0000-0003-0803-3299Affiliations:
- Emory University, Atlanta, GA, USA
According to our database1,
Lars Ruthotto
authored at least 58 papers
between 2010 and 2024.
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Bibliography
2024
CoRR, 2024
2023
SIAM J. Sci. Comput., June, 2023
A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding.
IEEE Trans. Control. Syst. Technol., 2023
Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference.
CoRR, 2023
Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
slimTrain - A Stochastic Approximation Method for Training Separable Deep Neural Networks.
SIAM J. Sci. Comput., August, 2022
J. Open Source Softw., 2022
CoRR, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection.
SIAM J. Math. Data Sci., 2021
PNKH-B: A Projected Newton-Krylov Method for Large-Scale Bound-Constrained Optimization.
SIAM J. Sci. Comput., 2021
Proceedings of the 2021 European Control Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Computational Imaging, 2020
SIAM J. Math. Data Sci., 2020
IEEE J. Sel. Top. Signal Process., 2020
J. Math. Imaging Vis., 2020
Avoiding The Double Descent Phenomenon of Random Feature Models Using Hybrid Regularization.
CoRR, 2020
Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows.
CoRR, 2020
2019
An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation.
SIAM J. Sci. Comput., 2019
NeuroImage, 2019
J. Comput. Appl. Math., 2019
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems.
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
SIAM J. Sci. Comput., 2018
Improved Susceptibility Artifact Correction of Echo-Planar MRI using the Alternating Direction Method of Multipliers.
J. Math. Imaging Vis., 2018
Never look back - A modified EnKF method and its application to the training of neural networks without back propagation.
CoRR, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
SIAM J. Sci. Comput., 2017
A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration.
SIAM J. Sci. Comput., 2017
Numer. Linear Algebra Appl., 2017
LAP: a Linearize and Project Method for Solving Inverse Problems with Coupled Variables.
CoRR, 2017
CoRR, 2017
2016
Combined Background Field Removal and Reconstruction for Quantitative Susceptibility Mapping.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016
2015
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015
2014
A new method for joint susceptibility artefact correction and super-resolution for dMRI.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014
2013
SIAM J. Sci. Comput., 2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
2012
PhD thesis, 2012
Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration.
IEEE Trans. Medical Imaging, 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010