77 citations · 219 across the 17 of their papers we have counts for
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math.NA2017★ 20 cited
The Averaged Kaczmarz Iteration for Solving Inverse Problems
Housen Li, Markus Haltmeier
We introduce a new iterative regularization method for solving inverse problems that can be written as systems of linear or non-linear equations in Hilbert spaces. The proposed ave…
math.ST2017★ 20 cited
Multiscale Change-point Segmentation: Beyond Step Functions
Housen Li, Qinghai Guo, Axel Munk
Modern multiscale type segmentation methods are known to detect multiple change-points with high statistical accuracy, while allowing for fast computation. Underpinning theory has…
math.NA2017★ 11 cited
Empirical Risk Minimization as Parameter Choice Rule for General Linear Regularization Methods
Housen Li, Frank Werner
We consider the statistical inverse problem to recover from noisy measurements where is Gaussian white noise and a compact operator between Hilbert spaces…