- Sommerfeld, M., Schrieber, J., Munk, A. (2019).
Optimal transport: Fast probabilistic approximation with exact solvers. arXiv:1802.05570 Journ. Mach. Learn. Research, 20 (105), 1-23. - Tameling, C., Sommerfeld, M., Munk, A. (2019).
Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications. arXiv:1707.00973 Annals of Applied Probability, 29 (5), 2744-2781. - Sommerfeld, M. , Munk, A. (2018).
Inference for empirical Wasserstein distances on finite spaces. arXiv:1610.03287 Journ. Royal. Statist. Soc. Ser. B, 80, 219-238. - Sommerfeld, M., Sain, S., Schwartzman, A. (2018).
Confidence regions for excursion sets in asymptotically Gaussian random fields, with an application to climate. arXiv:1501.07000 Journal of the American Statistical Association, 113, 1327-1340. - Sommerfeld, M., Heo, G., Kim, P., Rush, S. T., Marron, J. S. (2017).
Bump hunting by topological data analysis. Stat, 6, 462-471. - Huckemann, S.F., Kim. K.-R., Munk, A., Rehfeld, F., Sommerfeld, M., Weickert, J., Wollnik, C. (2016).
The circular SiZer, inferred persistence of shape parameters and application to stem cell stress fibre structures. Bernoulli, arxiv.org 1404.3300, 22, 2113-2142.
|
