Robust Broad Learning System with Wave Loss for Classification under Data Uncertainty

arXiv:2608.29983 · cs.LG · Submitted 2026-08-30 · Read on arXiv

cs.LG

Submitted: 2026-08-30

Updated: 2026-08-30

Comments: Accepted at WCCI 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 28× in this paper · explained in 1 episode
• Loss Function — 26× in this paper · explained in 2 episodes
• Robustness — 23× in this paper · explained in 5 episodes
• Broad Learning System — 12× in this paper
• Benchmark — 9× in this paper · explained in 2 episodes
• Regularization — 8× in this paper · explained in 3 episodes
• Objective Function — 6× in this paper · explained in 2 episodes
• Generalization — 4× in this paper · explained in 13 episodes
• Computational overhead — 3× in this paper · explained in 2 episodes
• Copula — 3× in this paper · explained in 2 episodes
• Activation Function — 2× in this paper · explained in 1 episode
• Clustering — 2× in this paper · explained in 2 episodes
• Adaptive Strategy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Core — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Pairwise Comparisons — 1× in this paper · explained in 2 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

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