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most citedMonotone Lipschitz-Gradient Denoiser: Explainability of Operator Regularization Approaches Free From Lipschitz Constant Control

6 citations · 9 across the 6 of their papers we have counts for

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math.OC2024★ 3 cited

Continuous Relaxation of Discontinuous Shrinkage Operator: Proximal Inclusion and Conversion

Masahiro Yukawa

We present a principled way of deriving a continuous relaxation of a given discontinuous shrinkage operator, which is based on two fundamental results, proximal inclusion and conve…

math.OC2024★ 6 cited

Monotone Lipschitz-Gradient Denoiser: Explainability of Operator Regularization Approaches Free From Lipschitz Constant Control

Masahiro Yukawa, Isao Yamada

This paper addresses explainability of the operator-regularization approach under the use of monotone Lipschitz-gradient (MoL-Grad) denoiser -- an operator that can be expressed as…