Author

Matthew R. Williams

RTI International

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Review Jul 2026

Design-Based Supervised Learning with Noisy Human Labels

Partially Adjudicated Design-Based Supervised Learning (PA-DSL), a method that uses adjudicated cases to correct noisy human labels and then uses the corrected audit information to debias analyses based on the full set of automated labels, is proposed.

R. Chew, Matthew R. Williams · arXiv.org · 0 citations