Automatic Static Bug Detection for Machine Learning Libraries: Are We There Yet?
Nima Shiri HarzeviliJiho ShinJunjie WangSong WangNachiappan NagappanPublished in: CoRR (2023)
Keyphrases
- machine learning
- detection method
- detection accuracy
- automatic detection
- detection algorithm
- data mining
- false positives
- multimedia
- active learning
- semi automatic
- object detection
- lesion segmentation
- knowledge acquisition
- machine learning algorithms
- natural language processing
- computer vision
- detection rate
- software systems
- learning systems
- inductive learning
- false alarms
- detection scheme
- bug localization
- model selection
- text classification
- anomaly detection
- text mining
- data sets
- neural network
- real world
- information retrieval
- learning algorithm
- artificial intelligence
- inductive logic programming
- feature selection
- reinforcement learning
- learning problems
- knowledge representation
- source code
- data driven