arxiv
PublishedJune 2, 2026 at 4:00 AM
—neutral
Avoiding Structural Failure Modes in Tabular Fair SSL: Online Primal-Dual Allocation under Confidence Gating
Publisher summary· verbatim
arXiv:2605.16446v2 Announce Type: replace-cross Abstract: Semi-supervised learning (SSL) enables prediction with limited labels, but high-stakes tabular applications (medical, credit, recidivism) require statistical fairness guarantees. We identify a structural conflict in tabular fair SSL through a
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Originally published on arxiv ↗