scientific article

zbMath1210.65107MaRDI QIDQ3078295

Ronny Ramlau, Gerd Teschke

Publication date: 18 February 2011

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

convergence ratesnumerical examplesnonlinear approximationsparse recoveryregularization theoryinverse and ill-posed problemsaccelerated steepest descentiterated soft-shrinkage

Mathematics Subject Classification ID

Nonlinear ill-posed problems (47J06) Numerical solutions to equations with linear operators (65J10) Numerical solutions to equations with nonlinear operators (65J15) Numerical solutions of ill-posed problems in abstract spaces; regularization (65J20) Linear operators and ill-posed problems, regularization (47A52) Numerical solution to inverse problems in abstract spaces (65J22)

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Variational regularization in inverse problems and machine learning ⋮ Identification of alterations in the Jacobian of biochemical reaction networks from steady state covariance data at two conditions ⋮ Tikhonov regularization with \({\ell^{0}}\)-term complementing a convex penalty: \({\ell^{1}}\)-convergence under sparsity constraints

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