The Split Gibbs Sampler Revisited: Improvements to Its Algorithmic Structure and Augmented Target Distribution-Reference-Cited by-同舟云学术

The Split Gibbs Sampler Revisited: Improvements to Its Algorithmic Structure and Augmented Target Distribution

Published:2023-11-10 Issue:4 Volume:16 Page:2040-2071
ISSN:1936-4954
Container-title:SIAM Journal on Imaging Sciences
language:en
Short-container-title:SIAM J. Imaging Sci.

Author:

Pereyra Marcelo¹^ORCID,Vargas-Mieles Luis A.²,Zygalakis Konstantinos C.³^ORCID

Affiliation:

1. School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS; and Maxwell Institute for Mathematical Sciences, The Bayes Centre, Edinburgh, EH8 9BT, Scotland.

2. School of Mathematics, University of Edinburgh, Edinburgh, EH9 3FD; School of Mathematical and Computer Sciences, Heriot-Watt University, Edinburgh, EH14 4AS; and Maxwell Institute for Mathematical Sciences, The Bayes Centre, Edinburgh, EH8 9BT, Scotland.

3. School of Mathematics, University of Edinburgh, Edinburgh, EH9 3FD; and Maxwell Institute for Mathematical Sciences, The Bayes Centre, Edinburgh, EH8 9BT, Scotland.

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,General Mathematics

Reference53 articles.

1. Explicit Stabilized Runge–Kutta Methods

2. Optimal Explicit Stabilized Integrator of Weak Order 1 for Stiff and Ergodic Stochastic Differential Equations

3. Learned Primal-Dual Reconstruction

4. Fast Image Recovery Using Variable Splitting and Constrained Optimization

5. An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

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