Taylor-approximated softmax losses RG and RG are claimed DCG-consistent and, under ALS optimization, reach comparable or better ranking quality than softmax with faster convergence.
H-consistency bounds for surrogate loss minimizers
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
NDCG-Consistent Softmax Approximation with Accelerated Convergence
Taylor-approximated softmax losses RG and RG are claimed DCG-consistent and, under ALS optimization, reach comparable or better ranking quality than softmax with faster convergence.