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Learning from Ambiguous Data with Hard Labels

cs.LG · 2025-01-03 · conditional · novelty 5.0

A class-wise positive-unlabeled risk estimator trains classifiers from ambiguous data with hard labels and beats label-noise baselines on synthetic mixed-image benchmarks.

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  • Learning from Ambiguous Data with Hard Labels cs.LG · 2025-01-03 · conditional · none · ref 2

    A class-wise positive-unlabeled risk estimator trains classifiers from ambiguous data with hard labels and beats label-noise baselines on synthetic mixed-image benchmarks.