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

Varad Shinde, Nikhil Kumar Shrey, Magesh Rajasekaran +5

The paper introduces a Learning‑Dynamics Aware Loss (LDAL) that continuously adjusts class weights during training based on feature strength, prediction entropy, and inter‑epoch ch…