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selective labeling

4 papers

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Co-occurring keywords

active learning (1301) laplacian regularized least squares (1) error bound minimization (1) label efficiency (31) generalization bound (652) human discretion (1) instance rejection (1) data selection (221) uncertainty estimation (648) label budget (4)

Papers

SEL-BALD: Deep Bayesian Active Learning with Selective Labels NIPS 2024
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023
MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022
Selective Labeling via Error Bound Minimization NIPS 2012