Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation.
Qiang HuYuejun GuoXiaofei XieMaxime CordyMike PapadakisLei MaYves Le TraonPublished in: ICSE (2023)
Keyphrases
- neural network
- high accuracy
- estimation accuracy
- computational efficiency
- pattern recognition
- computational cost
- genetic algorithm
- prediction accuracy
- fuzzy logic
- classification accuracy
- error rate
- case study
- parameter estimation
- test set
- cost effective
- image processing
- neural nets
- fuzzy systems
- estimation algorithm
- computer vision