Inverse-Free Incremental Learning Algorithms With Reduced Complexity for Regularized Extreme Learning Machine

The existing inverse-free incremental learning algorithm for the regularized extreme learning machine (ELM) was based on an inverse-free algorithm to update the regularized pseudo-inverse, which was deduced from an inverse-free recursive algorithm to update the inverse of a Hermitian matrix. Before...

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Detalhes bibliográficos

Principais autores:	Hufei Zhu, Yanpeng Wu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2020-01-01
coleção:	IEEE Access
Assuntos:	Extreme learning machine (ELM) recursive algorithms inverse-free inverse LDLT factorization regularized pseudo-inverse incremental learning
Acesso em linha:	https://ieeexplore.ieee.org/document/9187216/
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