SCM-VAE: Learning Identifiable Causal Representations via Structural Knowledge.
Aneesh KomanduriYongkai WuWen HuangFeng ChenXintao WuPublished in: Big Data (2022)
Keyphrases
- knowledge acquisition
- prior knowledge
- learning systems
- learning process
- learning algorithm
- learned knowledge
- knowledge level
- domain experts
- knowledge management
- reinforcement learning
- knowledge discovery
- online learning
- domain knowledge
- active learning
- multiple representations
- human experts
- structural model
- qualitative models
- learning community
- external representations
- data mining
- effective learning
- knowledge base
- solving problems
- knowledge transfer
- concept maps
- learning tasks
- knowledge representation