Automatic Unit Test Generation for Machine Learning Libraries: How Far Are We?
Song WangNishtha ShresthaAbarna Kucheri SubburamanJunjie WangMoshi WeiNachiappan NagappanPublished in: ICSE (2021)
Keyphrases
- test generation
- machine learning
- test cases
- symbolic execution
- test sequences
- design automation
- machine learning algorithms
- machine learning methods
- quality assurance
- static analysis
- multimedia
- information extraction
- digital libraries
- learning algorithm
- matching algorithm
- data sets
- computer vision
- data exchange
- software testing
- high level
- decision trees