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pro vyhledávání: '"Della Valle, Cecile"'
We consider a neural network architecture designed to solve inverse problems where the degradation operator is linear and known. This architecture is constructed by unrolling a forward-backward algorithm derived from the minimization of an objective
Externí odkaz:
http://arxiv.org/abs/2412.17888
Autor:
Della Valle, Cécile, Pouchol, Camille ⁎
Publikováno v:
In Journal of Mathematical Analysis and Applications 1 November 2024 539(1) Part 2
Autor:
Della Valle, Cecile, Pouchol, Camille
Integral operators of Abel type of order a > 0 arise naturally in a large spectrum of physical processes. Their inversion requires care since the resulting inverse problem is ill-posed. The purpose of this work is to devise and analyse a family of ap
Externí odkaz:
http://arxiv.org/abs/2107.12062
We introduce a neural network architecture to solve inverse problems linked to a one-dimensional integral operator. This architecture is built by unfolding a forward-backward algorithm derived from the minimization of an objective function which cons
Externí odkaz:
http://arxiv.org/abs/2105.15044