Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems.
Xiwei XuChen WangZhen WangQinghua LuLiming ZhuPublished in: ICSE (SEIP) (2022)
Keyphrases
- machine learning
- risk management
- learning systems
- maximum likelihood
- real time
- distributed systems
- particle filter
- machine learning systems
- machine learning approaches
- learning algorithm
- visual tracking
- computer vision
- supervised learning
- pattern recognition
- knowledge acquisition
- information systems
- information extraction
- mean shift
- object tracking
- retrieval systems
- knowledge discovery
- inductive learning
- expert systems
- high risk
- web services