Tensfa: Detecting and Repairing Tensor Shape Faults in Deep Learning Systems.
Dangwei WuBeijun ShenYuting ChenHe JiangLei QiaoPublished in: ISSRE (2021)
Keyphrases
- learning systems
- machine learning
- learning environment
- learning resources
- learning materials
- computer supported
- shape model
- learning process
- adaptive systems
- fault diagnosis
- learning styles
- fault detection
- high order
- technology enhanced learning systems
- fault model
- shape representation
- higher order
- m learning
- shape descriptors
- model based diagnosis
- dimensionality reduction
- machine learning systems
- natural language
- shape analysis
- tensor field
- human learning
- statistical machine learning
- database