Author

Nikhil Kumar Shrey

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Jul 2026

Beyond Static Costs: Learning-Dynamics Aware Loss Functions for Long-Tailed Classification

Experimental results on multiple benchmark datasets demonstrate that the proposed LDAL approach significantly surpasses state-of-the-art reweighting loss functions, providing an optimal trade-off between accuracy and generalizability.

Varad Shinde, Nikhil Kumar Shrey, Magesh Rajasekaran et al. · arXiv.org · 0 citations