8 citations · 12 across the 5 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2023
An optimal transport analogue of the Rudin Osher Fatemi model and its corresponding multiscale theory
Tristan Milne, Adrian Nachman
We develop a theory for image restoration with a learned regularizer that is analogous to that of Meyer's characterization of solutions of the classical variational method of Rudin…
math.OC2022★ 2 cited
A new method for determining Wasserstein 1 optimal transport maps from Kantorovich potentials, with deep learning applications
Tristan Milne, Étienne Bilocq, Adrian Nachman
Wasserstein 1 optimal transport maps provide a natural correspondence between points from two probability distributions, and , which is useful in many applications. Availabl…