Pairwise AUC Optimization Needs Corrective Power: A Unified View

arXiv:2610.21743 · cs.LG · Submitted 2026-10-15 · Read on arXiv

cs.LG

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 71 pages, including references and appendices. Accepted at NeurIPS 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• AUC — 1× in this paper · explained in 2 episodes

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