Author

You‐Gan Wang

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Preprint Aug 2026

Learning from Uncertainty-dependent Missing Labels for Semi-supervised Classification

Gaussian-mixture calculations and a medical diagnosis example illustrate how uncertainty-dependent labeling mechanisms can improve estimation and classification under a fixed labeling budget.

You‐Gan Wang, Jinran Wu, Geoffrey J. McLachlan · 0 citations