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Estimation of the Label-Noise Transition Matrix with Performance Guarantees via Selective Classification

A selective-classification method estimates label-noise transition matrices with finite-sample guarantees while bypassing fragile class-posterior estimation.

Xabier de Juan, Santiago Mazuelas, Yilun Zhu, Clay Scott

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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strict 0/5