77 citations · 244 across the 18 of their papers we have counts for
3 papers · 1 filter
On ANOVA decompositions of kernels and Gaussian random field paths
David Ginsbourger, Olivier Roustant, Dominic Schuhmacher +2
The FANOVA (or "Sobol'-Hoeffding") decomposition of multivariate functions has been used for high-dimensional model representation and global sensitivity analysis. When the objecti…
On qualitative robustness of the Lotka--Nagaev estimator for the offspring mean of a supercritical Galton--Watson process
Dominic Schuhmacher, Anja Sturm, Henryk Zähle
We characterize the sets of offspring laws on which the Lotka--Nagaev estimator for the mean of a supercritical Galton--Watson process is qualitatively robust. These are exactly th…
The Shortlist Method for Fast Computation of the Earth Mover's Distance and Finding Optimal Solutions to Transportation Problems
Carsten Gottschlich, Dominic Schuhmacher
Finding solutions to the classical transportation problem is of great importance, since this optimization problem arises in many engineering and computer science applications. Espe…