Empirical optimal transport between different measures adapts to lower complexity S Hundrieser, T Staudt, A Munk Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 60 (2 …, 2024 | 34 | 2024 |
A unifying approach to distributional limits for empirical optimal transport S Hundrieser, M Klatt, A Munk, T Staudt Bernoulli 30 (4), 2846-2877, 2024 | 30 | 2024 |
On the uniqueness of Kantorovich potentials T Staudt, S Hundrieser, A Munk arXiv preprint arXiv:2201.08316, 2022 | 21 | 2022 |
Finite sample smeariness of Fréchet means with application to climate S Hundrieser, B Eltzner, S Huckemann Electronic Journal of Statistics 18 (2), 3274-3309, 2024 | 19* | 2024 |
The statistics of circular optimal transport S Hundrieser, M Klatt, A Munk Directional Statistics for Innovative Applications, 57-82, 2022 | 18* | 2022 |
Lower complexity adaptation for empirical entropic optimal transport M Groppe, S Hundrieser Journal of Machine Learning Research 25 (344), 1-55, 2024 | 17 | 2024 |
Weak limits for empirical entropic optimal transport: Beyond smooth costs A González-Sanz, S Hundrieser arXiv preprint arXiv:2305.09745, 2023 | 10 | 2023 |
Limit distributions and sensitivity analysis for empirical entropic optimal transport on countable spaces S Hundrieser, M Klatt, A Munk The Annals of Applied Probability 34 (1B), 1403-1468, 2024 | 9* | 2024 |
Empirical optimal transport under estimated costs: Distributional limits and statistical applications S Hundrieser, G Mordant, CA Weitkamp, A Munk Stochastic Processes and their Applications 178, 104462, 2024 | 8 | 2024 |
Convergence of Empirical Optimal Transport in Unbounded Settings T Staudt, S Hundrieser arXiv preprint arXiv:2306.11499, 2023 | 7 | 2023 |
Finite sample smeariness on spheres B Eltzner, S Hundrieser, S Huckemann Geometric Science of Information: 5th International Conference, GSI 2021 …, 2021 | 7 | 2021 |
Statistical Optimal Transport and its Entropic Regularization: Compared and Contrasted S Hundrieser Georg-August-University of Göttingen, 2024 | | 2024 |
A Lower Bound for Estimating Fréchet Means S Hundrieser, B Eltzner, SF Huckemann arXiv preprint arXiv:2402.12290, 2024 | | 2024 |
Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on finite spaces: A statistical perspective S Hundrieser, F Heinemann, M Klatt, M Struleva, A Munk arXiv preprint arXiv:2211.08858, 2022 | | 2022 |