activity
20192021
most citedEfficient Decremental Learning Algorithms for Broad Learning System

1 citations · 2 across the 5 of their papers we have counts for

collaborators

10 papers

cs.LG20211 cited

Low-Memory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning

Hufei Zhu

The existing low-memory BLS implementation proposed recently avoids the need for storing and inverting large matrices, to achieve efficient usage of memories. However, the existing…

cs.LG2020

Efficient Inverse-Free Incremental and Decremental Algorithms for Multiple Hidden Nodes in Extreme Learning Machine

Hufei Zhu

The inverse-free extreme learning machine (ELM) algorithm proposed in [4] was based on an inverse-free algorithm to compute the regularized pseudo-inverse, which was deduced from a…

eess.SP2020

Comments on "Low-Complexity SIC Detection Algorithms for Multiple-Input Multiple-Output Systems"

Hufei Zhu, Yanpeng Wu

In the above paper, the optimal-ordered successive interference cancellation (SIC) detector proposed for multiple input multiple output (MIMO) systems was claimed to require a lowe…

eess.SP2020

An Improved Square-root Algorithm for V-BLAST Based on Efficient Inverse Cholesky Factorization

Hufei Zhu, Wen Chen, Bin Li +1

A fast algorithm for inverse Cholesky factorization is proposed, to compute a triangular square-root of the estimation error covariance matrix for Vertical Bell Laboratories Layere…

eess.SP2020

A Fast Recursive Algorithm for G-STBC

Hufei Zhu, Wen Chen, Bin Li +1

This paper proposes a fast recursive algorithm for Group-wise Space-Time Block Code (G-STBC), which takes full advantage of the Alamouti structure in the equivalent channel matrix…

eess.SP2020

Comments on "A New ML Based Interference Cancellation Technique for Layered Space-Time Codes"

Hufei Zhu, Wen Chen

In this comment, we justify that the computational complexity proposed in the paper "A New ML Based Interference Cancellation Technique for Layered Space-Time Codes" (IEEE Trans. o…