
LowMemory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning
The existing lowmemory BLS implementation proposed recently avoids the ...
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Efficient and Stable Algorithms to Extend Greville's Method to Partitioned Matrices Based on Inverse Cholesky Factorization
Greville's method has been utilized in (Broad Learning System) BLS to p...
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Efficient InverseFree Incremental and Decremental Algorithms for Multiple Hidden Nodes in Extreme Learning Machine
The inversefree extreme learning machine (ELM) algorithm proposed in [4...
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An Improved Squareroot Algorithm for VBLAST Based on Efficient Inverse Cholesky Factorization
A fast algorithm for inverse Cholesky factorization is proposed, to comp...
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Efficient Decremental Learning Algorithms for Broad Learning System
The decremented learning algorithms are required in machine learning, to...
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Inverse LDM' and LU Factorizations of a Partitioned Matrix with the Squareroot and Division Free Version for VBLAST
This letter proposes the inverse LDM' and LU factorizations of a matrix ...
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Efficient Ridge Solutions for the Incremental Broad Learning System on Added Inputs by Updating the Inverse or the Inverse Cholesky Factor of the Hermitian matrix in the Ridge
This brief proposes two BLS algorithms to improve the existing BLS for n...
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Efficient Ridge Solution for the Incremental Broad Learning System on Added Nodes by Inverse Cholesky Factorization of a Partitioned Matrix
To accelerate the existing Broad Learning System (BLS) for new added nod...
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Efficient InverseFree Algorithms for Extreme Learning Machine Based on the Recursive Matrix Inverse and the Inverse LDL' Factorization
The inversefree extreme learning machine (ELM) algorithm proposed in [4...
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Reducing the Computational Complexity of Pseudoinverse for the Incremental Broad Learning System on Added Inputs
In this brief, we improve the Broad Learning System (BLS) [7] by reducin...
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Hufei Zhu
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