Martin Benning coauthored an account of modern regularization of an inverse problem for inverse problems with Martin Burger. It explains how prior information and stabilizing penalties make ill-posed inversion tractable, including nonlinear regularization for linear forward maps. Existence depends on conditions such as compactness and lower semicontinuity, not merely on writing down a minimization problem.[ref]
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