Optimal transport between determinantal point processes and application to fast simulation - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Modern Stochastics: Theory and Applications Année : 2021

Optimal transport between determinantal point processes and application to fast simulation

(1, 2) , (3)
1
2
3

Résumé

We analyze several optimal transportation problems between de-terminantal point processes. We show how to estimate some of the distances between distributions of DPP they induce. We then apply these results to evaluate the accuracy of a new and fast DPP simulation algorithm. We can now simulate in a reasonable amount of time more than ten thousands points.
Fichier principal
Vignette du fichier
decreusefond_moroz.pdf (526.06 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-02984323 , version 1 (30-10-2020)

Identifiants

Citer

Laurent Decreusefond, Guillaume Moroz. Optimal transport between determinantal point processes and application to fast simulation. Modern Stochastics: Theory and Applications, 2021, 8 (2), pp.209--237. ⟨10.15559/21-VMSTA180⟩. ⟨hal-02984323⟩
244 Consultations
147 Téléchargements

Altmetric

Partager

Gmail Facebook Twitter LinkedIn More