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mislabeled data detection

5 papers

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Co-occurring keywords · papers mentioning both

data valuation (3) shapley value (2) label noise (2) out-of-bag estimate (1) data shapley (1) bagging model (1) mislabeled data (1) area under the margin (1) data debugging (1) subsample learning (1)

Papers

Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value ICML 2023 Data Valuation Without Training of a Model ICLR 2023 Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features AAAI 2023 Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning AISTATS 2022 Identifying Mislabeled Data using the Area Under the Margin Ranking NeurIPS 2020