Combat Data Shift in Few-shot Learning with Knowledge Graph.
Yongchun ZhuFuzhen ZhuangXiangliang ZhangZhiyuan QiZhiping ShiQing HePublished in: CoRR (2021)
Keyphrases
- prior knowledge
- raw data
- data mining techniques
- background knowledge
- knowledge discovery
- domain knowledge
- data sets
- learning process
- data analysis
- knowledge acquisition
- human experts
- graph representation
- data sources
- learning algorithm
- data collection
- database
- prior domain knowledge
- domain experts
- data processing
- supervised learning
- training data
- knowledge base
- learning systems
- missing data
- online learning
- decision trees
- expert knowledge
- graph structure
- multiple sources
- knowledge transfer
- subject matter
- graph structures
- data mining