Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems.
Kexin PeiYinzhi CaoJunfeng YangSuman JanaPublished in: CoRR (2017)
Keyphrases
- computer vision systems
- machine learning
- test bed
- computer vision
- vision system
- vision algorithms
- multi object tracking
- data mining
- theoretical underpinnings
- pattern recognition
- learning algorithm
- artificial intelligence
- knowledge acquisition
- social networks
- inductive logic programming
- learning tasks
- real world
- practical problems
- explanation based learning
- practical application
- decision trees
- machine learning methods
- unsupervised learning
- feature selection
- information extraction
- active learning
- training data
- face recognition