Comparing parameter choice methods for regularization of ill-posed problems

By Frank Bauer, Mark A. Lukas. Mathematics and Computers in Simulation, 2011

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Four-dimensional inversion of resistivity monitoring data through Lp norm minimizations (2013, methodology): “…by guest on 28 July 2018 Over several decades, many methods for choosing regularization parameters were proposed, tested and used in real applications (e.g. Constable et al. 1987; Farquharson & Oldenburg 2004; Günther et al. 2006; Bauer & Lukas 2011).”
Empirical Bayesian regularization of the inverse acoustic problem (2015, methodology): “outside the field of acoustics), reference [32] provides an extensive co mparison of several parameter choice methods by means of a large simulation study.”