arXiv AI By Pouya Ahadi, Blair Winograd, Camille Zaug, Karunesh Arora, Lijun Wang, Kamran Paynabar

Active Learning with Imperfect Labels: Optimal Labeler Assignment and Sample Selection

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arXiv Machine Learning
Aug 24

Benchmarking noisy label detection methods

arXiv:2510.16211v2 Announce Type: replace Abstract: Label noise is a common problem in real-world datasets, affecting both model training and validation. Clean data are essential for achieving strong...

By Henrique Pickler, Jorge K. S. Kamassury, Danilo Silva