A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization.
Hao GuanYing XiaoJiaying LiYepang LiuGuangdong BaiPublished in: ICSE (2023)
Keyphrases
- machine learning
- real world
- optimization model
- high level
- wide range
- probabilistic model
- learning models
- formal model
- global optimization
- optimization method
- mathematical model
- prior knowledge
- pattern recognition
- computer vision
- data mining
- cost function
- information extraction
- computational model
- statistical model
- data analysis
- sensitivity analysis
- similarity measure
- optimization process