activity
20182021
most citedThe Equivalence of Fourier-based and Wasserstein Metrics on Imaging Problems

2 citations · 2 across the 2 of their papers we have counts for

collaborators

5 papers

cs.DM2021

An Integer Linear Programming Model for Tilings

Gennaro Auricchio, Luca Ferrarini, Greta Lanzarotto

In this paper, we propose an Integer Linear Model whose solutions are the aperiodic rhythms tiling with a given rhythm A. We show how this model can be used to efficiently check th…

math.OC2021

On the Pythagorean Structure of the Optimal Transport for Separable Cost Functions

Gennaro Auricchio

In this paper, we study the optimal transport problem induced by separable cost functions. In this framework, transportation can be expressed as the composition of two lower-dimens…

math.OC2021

On the Structure of Optimal Transportation Plans between Discrete Measures

Gennaro Auricchio, Marco Veneroni

In this paper, we prove a structure theorem for discrete optimal transportation plans. We show that, given any pair of discrete probability measures and a cost function, there exis…

math.OC20202 cited

The Equivalence of Fourier-based and Wasserstein Metrics on Imaging Problems

Gennaro Auricchio, Andrea Codegoni, Stefano Gualandi +2

We investigate properties of some extensions of a class of Fourier-based probability metrics, originally introduced to study convergence to equilibrium for the solution to the spat…

math.OC2018

Computing Kantorovich-Wasserstein Distances on -dimensional histograms using -partite graphs

Gennaro Auricchio, Federico Bassetti, Stefano Gualandi +1

This paper presents a novel method to compute the exact Kantorovich-Wasserstein distance between a pair of -dimensional histograms having bins each. We prove that this probl…