Comparison of the Convergence Rates of the New Correntropy-Based Levenberg–Marquardt (CLM) Method and the Fixed-Point Maximum Correntropy (FP-MCC) Algorithm
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DOI: 10.1007/s00034-017-0694-3
Abstract: Correntropy as an efficient information theoretic (ITL) criterion has been extensively applied in many non-Gaussian applications. In order to maximize correntropy, several optimization algorithms have been proposed. Fixed-point maximum correntropy (FP-MCC) and correntropy-based Levenberg–Marquardt (CLM)… read more here.
Keywords: point maximum; maximum correntropy; correntropy; convergence ... See more keywords