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Xiong-Yi Lu

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#machine learning Preprint Sep 2026

Selective Posterior Margin Regularization for Forward-Corrected Classification

This work introduces Selective Posterior Margin Regularization (SPMR), which preserves the Forward objective and converts this disagreement into a graded update on the clean classifier and transfers to estimated transitions, human annotations, architectural changes, and stronger Forward recipes.

Ze-Xing Zhang, Ji-Chao Li, Tian-Yang Lei et al. · 0 citations