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math.NA2019★ 13 cited
Variational Bayes' method for functions with applications to some inverse problems
Junxiong Jia, Qian Zhao, Zongben Xu +2
Bayesian approach, as a useful tool for quantifying uncertainties, has been widely used for solving inverse problems of partial differential equations (PDEs). One of the key diffic…
math.NA2012★ 2 cited
Divide-and-Conquer Method for L1 Norm Matrix Factorization in the Presence of Outliers and Missing Data
Deyu Meng, Zongben Xu
The low-rank matrix factorization as a L1 norm minimization problem has recently attracted much attention due to its intrinsic robustness to the presence of outliers and missing da…