9 citations · 9 across the 3 of their papers we have counts for
3 papers
math.NA2024
Genetic Column Generation for Computing Lower Bounds for Adversarial Classification
Maximilian Penka
Recent theoretical results on adversarial multi-class classification showed a similarity to the multi-marginal formulation of Wasserstein-barycenter in optimal transport. Unfortuna…
math.NA2023
Convergence proof for the GenCol algorithm in the case of two-marginal optimal transport
Gero Friesecke, Maximilian Penka
The recently introduced Genetic Column Generation (GenCol) algorithm has been numerically observed to efficiently and accurately compute high-dimensional optimal transport plans fo…
math.NA2022★ 9 cited
The GenCol algorithm for high-dimensional optimal transport: general formulation and application to barycenters and Wasserstein splines
Gero Friesecke, Maximilian Penka
We extend the recently introduced genetic column generation algorithm for high-dimensional multi-marginal optimal transport from symmetric to general problems. We use the algorithm…