2 papers
math.ST2025
Sample complexity for divergence regularized optimal transport with radial cost
Ruiyu Han, Johannes Wiesel
We prove a new sample complexity result for divergence regularized optimal transport. Our bound holds for probability measures on~ with exponential tail decay and for…
math.ST2024
Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS
Ruiyu Han, Cynthia Rush, Johannes Wiesel
Optimal transport and the Wasserstein distance have recently seen a number of applications in the fields of statistics, machine learning, data science, and the phys…