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Huber regularizer about proxtv HOT 2 CLOSED

albarji avatar albarji commented on July 17, 2024
Huber regularizer

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albarji avatar albarji commented on July 17, 2024

Unfortunately this project is mostly focused on Total Variation regularizers. It also includes some lp norm solvers that are needed for solving the general lp-TV, but Huber regularizer has never been considered.

Because of the proximal stacking framework we use here (see https://arxiv.org/abs/1411.0589) using a Huber Regularizer would require implementing a proximity operator for it. In all honesty I don't know how difficult would that be, as I have not researched this topic. But if that is possible, it should be very easy to adapt any of the 2D methods to use it.

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ShuangLiu1992 avatar ShuangLiu1992 commented on July 17, 2024

Could you please give an example of implementing it with, say the CondatChambollePock2_TV routine in TV2Dopt.cpp?

Thanks!

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