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A. Varshney

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#machine learning Preprint Aug 2026

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

Wave-BLS, a robust broad learning framework that integrates the wave loss function, which is asymmetric, bounded, and smooth, enabling controlled penalization of large errors, is proposed, establishing Wave-BLS as a stable and robust alternative to existing broad learning models for learning under data uncertainty.

M. Akhtar, A. Varshney, A. Quadir et al. · 0 citations