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most citedIdentifying Untrustworthy Predictions in Neural Networks by Geometric Gradient Analysis

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math.OC2018

Solution Paths of Variational Regularization Methods for Inverse Problems

Leon Bungert, Martin Burger

We consider a family of variational regularization functionals for a generic inverse problem, where the data fidelity and regularization term are given by powers of a Hilbert norm…