Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation.
Jannik KossenSebastian FarquharYarin GalTom RainforthPublished in: CoRR (2022)
Keyphrases
- theoretical analysis
- evaluation model
- evaluation method
- mathematical model
- computational model
- evaluation framework
- formal model
- theoretical framework
- probability distribution
- probabilistic model
- prior knowledge
- high level
- management system
- em algorithm
- parameter estimation
- video sequences
- neural network model
- training data
- image sequences
- database