Tim Roith

Tim Roith

Friedrich Alexander Universität Erlangen Nürnberg FAU - Erlangen / Germany
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5469830
Friedrich-Alexander University Erlangen-Nürnberg
person_outline Tim Roith's MOST POPULAR ARTICLES
1-) CLIP: Cheap Lipschitz training of neural networksL Bungert, R Raab, T Roith, L Schwinn, D TenbrinckInternational Conference on Scale Space and Variational Methods in Computer …, 2021342021
2-) Continuum limit of Lipschitz learning on graphsT Roith, L BungertFoundations of Computational Mathematics 23 (2), 393-431, 2023222023
3-) A Bregman learning framework for sparse neural networksL Bungert, T Roith, D Tenbrinck, M BurgerJournal of Machine Learning Research 23 (192), 1-43, 2022212022
4-) Uniform convergence rates for Lipschitz learning on graphsL Bungert, J Calder, T RoithIMA Journal of Numerical Analysis 43 (4), 2445-2495, 2023212023
5-) Polarized consensus-based dynamics for optimization and samplingL Bungert, T Roith, P WackerMathematical Programming, 1-31, 2024162024