| Group testing for SARS-CoV-2 allows for up to 10-fold efficiency increase across realistic scenarios and testing strategies CM Verdun, T Fuchs, P Harar, D Elbrächter, DS Fischer, J Berner, ... Front. Public Health 9, 1205, 2021 | 52 | 2021 |
| A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples C Kümmerle, CM Verdun International Conference on Machine Learning, 5872-5883, 2021 | 11 | 2021 |
| Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate C Kümmerle, C Mayrink Verdun, D Stöger Advances in Neural Information Processing Systems 34, 2873-2886, 2021 | 10* | 2021 |
| Escaping Saddle Points in Ill-Conditioned Matrix Completion with a Scalable Second Order Method C Kümmerle, CM Verdun Workshop on "Beyond first-order methods in ML systems" at the 37th …, 2020 | 4 | 2020 |
| Completion of structured low-rank matrices via iteratively reweighted least squares C Kümmerle, CM Verdun 2019 13th International conference on Sampling Theory and Applications …, 2019 | 4 | 2019 |
| Non-negative Least Squares via Overparametrization HH Chou, J Maly, CM Verdun arXiv preprint arXiv:2207.08437, 2022 | 2 | 2022 |
| Uncertainty quantification for sparse Fourier recovery F Hoppe, F Krahmer, CM Verdun, MI Menzel, H Rauhut arXiv preprint arXiv:2212.14864, 2022 | 1 | 2022 |
| Denoising and completion of structured low-rank matrices via iteratively reweighted least squares C Kümmerle, CM Verdun arXiv preprint arXiv:1811.07472, 2018 | 1 | 2018 |
| High-Dimensional Confidence Regions in Sparse MRI F Hoppe, F Krahmer, CM Verdun, MI Menzel, H Rauhut ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
| Unmixing tissue compartments via deep learning T1-T2-relaxation correlation imaging S Endt, CM Pirkl, CM Verdun, BH Menze, MI Menzel 17th International Symposium on Medical Information Processing and Analysis …, 2021 | | 2021 |
Christian KümmerleAssistant Professor, University of North Carolina at CharlotteVerified email at uncc.edu
