[其他] ICML-Adversarial Multi Class Learning under Weak Supervision with Performan ... [推广有奖]

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发表于 2025-8-10 20:40:39 |AI写论文

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Adversarial Multiclass Learning under Weak Supervision
            with Performance Guarantees

      Alessio Mazzetto * 1 Cyrus Cousins * 1 Dylan Sam 1 Stephen H. Bach 1 Eli Upfal 1

         Abstract                conflict with one another. We assume access to only a
We develop a rigorous approach for using a set       small amount of ground-truth labeled data. Much prior
of arbitrarily correlated weak supervision sources    work on aggregating noisy labels (Dawid & Skene ...