Numerical differentiation from a viewpoint of regularization theory von Shuai Lu, Pereverzev, Sergei V.

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Regularization of some linear ill-posed problems with discretized random noisy data von Mathé, Peter, Pereverzev, Sergei V.

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Two-layer networks with the ReLUk activation function: Barron spaces and derivative approximation von Li, Yuanyuan, Lu, Shuai, Mathé, Peter, Pereverzev, Sergei V.

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Randomized matrix approximation to enhance regularized projection schemes in inverse problems von Lu, Shuai, Mathé, Peter, Pereverzev, Sergei V

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Geometry of linear ill-posed problems in variable Hilbert scales von Mathé, Peter, Pereverzev, Sergei V

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Glycemic Control Indices and Their Aggregation in the Prediction of Nocturnal Hypoglycemia From Intermittent Blood Glucose Measurements von Sampath, Sivananthan, Tkachenko, Pavlo, Renard, Eric, Pereverzev, Sergei V.

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Multi-parameter regularization and its numerical realization von Lu, Shuai, Pereverzev, Sergei V.

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A Carleman estimate and the balancing principle in the quasi-reversibility method for solving the Cauchy problem for the Laplace equation von Cao, Hui, Klibanov, Michael V, Pereverzev, Sergei V

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An Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces von Pereverzyev, Sergei

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REGULARIZED TOTAL LEAST SQUARES: COMPUTATIONAL ASPECTS AND ERROR BOUNDS von SHUAI LU, PEREVERZEV, Sergei V, TAUTENHAHN, Ulrich

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Discretization strategy for linear ill-posed problems in variable Hilbert scales von Mathé, Peter, Pereverzev, Sergei V

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An analysis of Tikhonov regularization for nonlinear ill-posed problems under a general smoothness assumption von Lu, Shuai, Pereverzev, Sergei V, Ramlau, Ronny

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The balancing principle for the regularization of elliptic Cauchy problems von Cao, Hui, Pereverzev, Sergei V

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Model functions in the modified L-curve method—case study: the heat flux reconstruction in pool boiling von Heng, Yi, Lu, Shuai, Mhamdi, Adel, Pereverzev, Sergei V

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Natural linearization for the identification of a diffusion coefficient in a quasi-linear parabolic system from short-time observations von Cao, Hui, Pereverzev, Sergei V

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Balancing principle in supervised learning for a general regularization scheme von Lu, Shuai, Mathé, Peter, Pereverzev, Sergei V.

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Optimal Discretization of Inverse Problems in Hilbert Scales. Regularization and Self-Regularization of Projection Methods von Mathé, Peter, Pereverzev, Sergei V.

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Discrepancy curves for multi-parameter regularization von Lu, Shuai, Pereverzev, Sergei V., Shao, Yuanyuan, Tautenhahn, Ulrich

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Two-layer networks with the $$\text {ReLU}^k$$ activation function: Barron spaces and derivative approximation von Li, Yuanyuan, Lu, Shuai, Mathé, Peter, Pereverzev, Sergei V.

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Sparse recovery by the standard Tikhonov method von Lu, Shuai, Pereverzev, Sergei V.

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