Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling

DOI10.1137/23m1594832zbMath1545.65054MaRDI QIDQ6587636

Teresa Klatzer, Yoann Altmann, Konstantinos C. Zygalakis, Paul W. Dobson, Marcelo Pereyra, Jesús María Sanz-Serna

Publication date: 14 August 2024

Published in: SIAM Journal on Imaging Sciences (Search for Journal in Brave)

zbMATH Keywords

inverse problemsMarkov chain Monte Carlo methodsuncertainty quantificationdeblurringproximal algorithmsBayesian imaging

Mathematics Subject Classification ID

Bayesian inference (62F15) Numerical optimization and variational techniques (65K10) Computing methodologies for image processing (68U10) Numerical analysis or methods applied to Markov chains (65C40) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

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