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data debugging

5 papers

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Co-occurring keywords · papers mentioning both

source vote (1) jacobian expansion (1) representer point selection (1) local jacobian expansion (1) classifier explanation (1) machine learning pipeline (1) programmatic weak supervision (1) neural network explanation (1) mislabeled data detection (1) monte carlo (1)

Papers

Data Debugging with Shapley Importance over Machine Learning Pipelines ICLR 2024 Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features AAAI 2023 Understanding Programmatic Weak Supervision via Source-aware Influence Function NeurIPS 2022 Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models NeurIPS 2021 Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering NeurIPS 2020