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The authors prove results about stability, convergence, and convergence rates for the maximum entropy method by interpreting it as a nonlinear regularization method. The results are applied to a widely studied problem from physical chemistry, namely, the reconstruction of fluorescence lifetime distributions from the distribution of the delays between absorption and emission of photons.
Engl et al. (Fri,) studied this question.