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Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation.
Jannik Kossen
Sebastian Farquhar
Yarin Gal
Thomas Rainforth
Published in:
NeurIPS (2022)
Keyphrases
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computational model
high level
probabilistic model
evaluation model
training data
machine learning
experimental data
theoretical analysis
evaluation method
prediction model
formal model
neural network model
text categorization
probability distribution
cost function
training set
genetic algorithm