Accelerating variable projection algorithm by Aitken technique
Published in 2021 International Conference on Security, Pattern Analysis, and Cybernetics（SPAC) • Jun 18, 2021
Authors:,,
Min Xu
Fenggen Lin
Guangyong Chen
Abstract
Separable nonlinear models (SNLMs) adopt a linear combination of nonlinear functions, which is often used in the field of system identification, machine learning and signal processing. In this paper, we studied the performance of gradient-based algorithms in identifying separable nonlinear models. W...
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