PPT Slide
Half-Quadratic Regularization
(Robust Regularization)
HQ-Reg
The potential PHQ is quadratic on t given l, and quadratic on l given t.
The auxiliary variable l (real valued) behaves as and “outliers” detector.
The parameter controls the “robustness”of the HQ-potential.
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