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acquisition strategy

2 papers

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Co-occurring keywords · papers mentioning both

model evaluation (2) active learning (2) label-efficient evaluation (1) surrogate estimator (1) active testing (1) sample-efficient evaluation (1) acquisition function (1) uncertainty sampling (1) hyperparameter optimization (1) sample efficiency (1)

Papers

Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation NeurIPS 2022 Active Testing: Sample-Efficient Model Evaluation ICML 2021