Flock, Rafael; Liu, Shuigen; Dong, Yiqiu; Tong, Xin T. (2025) Local MALA-within-Gibbs for Bayesian Image Deblurring with Total Variation Prior. SIAM Journal on Scientific Computing, 47 (4). doi:10.1137/24m1694781

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See Also

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	Tong, X. T., Morzfeld, M., Marzouk, Y. M. (2020) MALA-within-Gibbs Samplers for High-Dimensional Distributions with Sparse Conditional Structure. SIAM Journal on Scientific Computing, 42 (3) doi:10.1137/19m1284014
	Liu, Ningxin; Liu, Shuigen; Tong, Xin T.; Jiang, Lijian (2026) Estimate of Koopman Modes and Eigenvalues with Kalman Filter. SIAM Journal on Scientific Computing, 48 (2). doi:10.1137/24m1684207
	Uribe, Felipe, Dong, Yiqiu, Hansen, Per Christian (2023) Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion. SIAM Journal on Scientific Computing, 45 (3) doi:10.1137/22m1510364
	Buccini, Alessandro, Donatelli, Marco, Ramlau, Ronny (2018) A Semiblind Regularization Algorithm for Inverse Problems with Application to Image Deblurring. SIAM Journal on Scientific Computing, 40. doi:10.1137/16m1101830
	Chang, Qianshun, Chern, I-Liang (2003) Acceleration Methods for Total Variation-Based Image Denoising. SIAM Journal on Scientific Computing, 25. 982-994 doi:10.1137/s106482750241534x
	Cai, Yuantao, Donatelli, Marco, Bianchi, Davide, Huang, Ting-Zhu (2016) Regularization Preconditioners for Frame-Based Image Deblurring with Reduced Boundary Artifacts. SIAM Journal on Scientific Computing, 38. doi:10.1137/140976261
	Goldfarb, Donald, Yin, Wotao (2005) Second-order Cone Programming Methods for Total Variation-Based Image Restoration. SIAM Journal on Scientific Computing, 27. 622-645 doi:10.1137/040608982
	Ma, Liyan, Xu, Li, Zeng, Tieyong (2017) Low Rank Prior and Total Variation Regularization for Image Deblurring. Journal of Scientific Computing, 70. 1336-1357 doi:10.1007/s10915-016-0282-x
	Akyildiz, O. Deniz; Girolami, Mark; Stuart, Andrew M.; Vadeboncoeur, Arnaud (2025) Efficient Prior Calibration from Indirect Data. SIAM Journal on Scientific Computing, 47 (4). doi:10.1137/24m166485x
	Di Benedetto, Fabio, Estatico, Claudio, Capizzano, Stefano Serra (2005) Superoptimal Preconditioned Conjugate Gradient Iteration for Image Deblurring. SIAM Journal on Scientific Computing, 26. 1012-1035 doi:10.1137/s1064827503421653
	Chan, Tony, Marquina, Antonio, Mulet, Pep (2000) High-Order Total Variation-Based Image Restoration. SIAM Journal on Scientific Computing, 22. 503-516 doi:10.1137/s1064827598344169