Title :

dsgs: a Distributed block-Split-Gibbs Sampler (DSGS) with hypergraph structure for high-dimensional inverse problems

Author(s) :

Thouvenin, Pierre-Antoine [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Repetti, Audrey []
School of Mathematical and Computer Sciences [MATHEMATICS DEPARTMENT OF HERIOT-WATT UNIVERSITY]
Heriot-Watt University [Edinburgh] [HWU]
Chainais, Pierre []
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]

English keyword(s) :

MCMC algorithm
Inverse problem
Image processing
Distributed computation

HAL domain(s) :

Informatique [cs]/Traitement du signal et de l'image [eess.SP]
Statistiques [stat]/Calcul [stat.CO]

English abstract : [en]

This library provides the Python implementation of a distributed split-Gibbs sampler (DSGS) with specific applications to imaging inverse problems.This library provides the Python implementation of a distributed split-Gibbs sampler (DSGS) with specific applications to imaging inverse problems.Show less >

Language :

Anglais

ANR Project :

Inférence rapide et contrôle de l'incertitude: applications aux observations astrophysiques.
ULNE

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL