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Shayan Hundrieser
Shayan Hundrieser
Postdoctoral Researcher, Georg August University Göttingen
Zweryfikowany adres z math.uni-goettingen.de - Strona główna
Tytuł
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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
342024
A unifying approach to distributional limits for empirical optimal transport
S Hundrieser, M Klatt, A Munk, T Staudt
Bernoulli 30 (4), 2846-2877, 2024
302024
On the uniqueness of Kantorovich potentials
T Staudt, S Hundrieser, A Munk
arXiv preprint arXiv:2201.08316, 2022
212022
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
Lower complexity adaptation for empirical entropic optimal transport
M Groppe, S Hundrieser
Journal of Machine Learning Research 25 (344), 1-55, 2024
182024
The statistics of circular optimal transport
S Hundrieser, M Klatt, A Munk
Directional Statistics for Innovative Applications, 57-82, 2022
16*2022
Weak limits for empirical entropic optimal transport: Beyond smooth costs
A González-Sanz, S Hundrieser
arXiv preprint arXiv:2305.09745, 2023
112023
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
10*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
82024
Convergence of empirical optimal transport in unbounded settings
T Staudt, S Hundrieser
arXiv preprint arXiv:2306.11499, 2023
72023
Finite sample smeariness on spheres
B Eltzner, S Hundrieser, S Huckemann
Geometric Science of Information: 5th International Conference, GSI 2021 …, 2021
72021
A Lower Bound for Estimating Fréchet Means
S Hundrieser, B Eltzner, SF Huckemann
arXiv preprint arXiv:2402.12290, 2024
12024
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
12022
Statistical Optimal Transport and its Entropic Regularization: Compared and Contrasted
S Hundrieser
Georg-August-University of Göttingen, 2024
2024
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Prace 1–14