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05/21/2021
Low-Memory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning
The existing low-memory BLS implementation proposed recently avoids the ...
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05/14/2020
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 Learn-ing System) BLS to p...
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04/27/2020
Efficient Inverse-Free Incremental and Decremental Algorithms for Multiple Hidden Nodes in Extreme Learning Machine
The inverse-free extreme learning machine (ELM) algorithm proposed in [4...
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03/11/2020
An Improved Square-root Algorithm for V-BLAST Based on Efficient Inverse Cholesky Factorization
A fast algorithm for inverse Cholesky factorization is proposed, to comp...
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12/31/2019
Efficient Decremental Learning Algorithms for Broad Learning System
The decremented learning algorithms are required in machine learning, to...
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12/10/2019
Inverse LDM' and LU Factorizations of a Partitioned Matrix with the Square-root and Division Free Version for V-BLAST
This letter proposes the inverse LDM' and LU factorizations of a matrix ...
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11/12/2019
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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11/12/2019
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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11/12/2019
Efficient Inverse-Free Algorithms for Extreme Learning Machine Based on the Recursive Matrix Inverse and the Inverse LDL' Factorization
The inverse-free extreme learning machine (ELM) algorithm proposed in [4...
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10/17/2019