Convergence Rates for Maximum Entropy Regularization
Authors:
- Heinz W. EnglHEHeinz W. Engl
- Gerhard LandlGLGerhard Landl
- 1 October 1993
- journal article
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM Journal on Numerical Analysis
- Vol. 30 (5) , 1509-1536
Abstract
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.Keywords
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