A Proximal Markov Chain Monte Carlo Method for Bayesian Inference in Imaging Inverse Problems: When Langevin Meets Moreau

IF 10.8 1区 数学 Q1 MATHEMATICS, APPLIED SIAM Review Pub Date : 2022-11-01 DOI:10.1137/22m1522917
Alain Durmus, É. Moulines, M. Pereyra
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成像反问题中贝叶斯推理的近端马尔可夫链蒙特卡罗方法:当Langevin遇到Moreau时
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SIAM Review
SIAM Review 数学-应用数学
CiteScore
16.90
自引率
0.00%
发文量
50
期刊介绍: Survey and Review feature papers that provide an integrative and current viewpoint on important topics in applied or computational mathematics and scientific computing. These papers aim to offer a comprehensive perspective on the subject matter. Research Spotlights publish concise research papers in applied and computational mathematics that are of interest to a wide range of readers in SIAM Review. The papers in this section present innovative ideas that are clearly explained and motivated. They stand out from regular publications in specific SIAM journals due to their accessibility and potential for widespread and long-lasting influence.
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