IEEE transactions on neural networks and learning systems
Sparse Bayesian Broad Learning System via Adaptive Lasso Priors for Robust Regression.
Tao Chen, Lijie Wang, C L Philip Chen
Published: 202510.1109/TNNLS.2025.3630247
Abstract
Broad learning system (BLS), as an innovative type of neural network, has demonstrated exceptional performance in regression tasks. Nonetheless, the majority of BLS methods, which rely on the least squares criterion, are highly sensitive to outliers…
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