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data shapley

4 papers

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Co-occurring keywords · papers mentioning both

data valuation (2) weighted k-nearest neighbor (1) random selection (1) data contribution (1) subsample learning (1) data selection performance (1) hypothesis testing framework (1) monotonically transformed modular functions (1) mislabeled data detection (1) nearest neighbor algorithm (1)

Papers

Data Shapley in One Training Run ICLR 2025 Efficient Data Shapley for Weighted Nearest Neighbor Algorithms AISTATS 2024 Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits ICML 2024 Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning AISTATS 2022