Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing.
Yiding WangDecang SunKai ChenFan LaiMosharaf ChowdhuryPublished in: EuroSys (2023)
Keyphrases
- training process
- domain knowledge
- knowledge acquisition
- training set
- knowledge management
- knowledge base
- expert systems
- database
- computationally efficient
- machine learning
- prior knowledge
- active learning
- background knowledge
- knowledge extraction
- training algorithm
- human experts
- test set
- higher level
- text classification
- data mining techniques
- knowledge discovery
- knowledge representation