most citedConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification

3 citations · 3 across the 2 of their papers we have counts for

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cs.LG2025

Online-BLS: An Accurate and Efficient Online Broad Learning System for Data Stream Classification

Chunyu Lei, Guang-Ze Chen, C. L. Philip Chen +1

The state-of-the-art online learning models generally conduct a single online gradient descent when a new sample arrives and thus suffer from suboptimal model weights. To this end,…

cs.LG2023★ 3 cited

ConvBLS: An Effective and Efficient Incremental Convolutional Broad Learning System for Image Classification

Chunyu Lei, C. L. Philip Chen, Jifeng Guo +1

Deep learning generally suffers from enormous computational resources and time-consuming training processes. Broad Learning System (BLS) and its convolutional variants have been pr…