2024
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
ICLR 2024poster
Extreme Classification (XC) architectures, which utilize a massive One-vs-All (OvA) classifier layer at the output, have demonstrated remarkable performance on problems with large label sets. Nonetheless, these architectures falter on tail labels with few representative samples. This phenomenon has…