13 citations · 49 across the 16 of their papers we have counts for
3 papers · 1 filter
Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on finite spaces: A statistical perspective
Shayan Hundrieser, Florian Heinemann, Marcel Klatt +2
We analyze statistical properties of plug-in estimators for unbalanced optimal transport quantities between finitely supported measures in different prototypical sampling models. S…
The Statistics of Circular Optimal Transport
Shayan Hundrieser, Marcel Klatt, Axel Munk
Empirical optimal transport (OT) plans and distances provide effective tools to compare and statistically match probability measures defined on a given ground space. Fundamental to…
Finite Sample Smeariness of Fréchet Means and Application to Climate
Shayan Hundrieser, Benjamin Eltzner, Stephan F. Huckemann
Fréchet means on non-Euclidean spaces may exhibit nonstandard asymptotic rates rendering quantile-based asymptotic inference inapplicable. We show here that this affects, among oth…