Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation.
Xiao SunBahador BahmaniNikolaos N. VlassisWaiChing SunYanxun XuPublished in: CoRR (2021)
Keyphrases
- learning materials
- causal relations
- data driven
- conditional probabilities
- causal models
- causal discovery
- causal effects
- causal relationships
- learning objects
- e learning
- learning systems
- learning styles
- learning resources
- probabilistic inference
- learning management systems
- instructional materials
- learning path
- english learning
- educational material
- teaching materials
- bayesian networks
- learning design
- lecture videos
- belief networks
- probabilistic model
- prior knowledge
- learning process
- data mining